NightmareNet good first issues (Python)

[Refactor]: Extract pipeline endpoints into api/pipeline.py router 5 days ago

enhancement help wanted ECSoC26 good-backend stale

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Export ModelComparison results as CSV download 5 days ago

enhancement help wanted good first issue ECSoC26 good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Implement service layer for nightmarenet_server (pipeline, experiment, model services) 12 days ago

enhancement help wanted ECSoC26 good-backend stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Playwright E2E tests for critical dashboard user flows 12 days ago

help wanted ECSoC26 infrastructure good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: CPU-based performance benchmark tracking system 12 days ago

help wanted ECSoC26 infrastructure stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Database migration verification tests (apply, downgrade, data integrity) 12 days ago

help wanted ECSoC26 testing stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Refactor]: Consolidate slowapi and tiered rate limiting into single system 19 days ago

help wanted stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Add Lighthouse CI performance audit on frontend PRs 26 days ago

help wanted good first issue ECSoC26 infrastructure good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Add Playwright E2E tests for dashboard navigation and pipeline creation flow 26 days ago

help wanted ECSoC26 good-ui testing stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Remove committed binary artifacts (pytorch_model.bin, training logs) from repo 26 days ago

help wanted good first issue ECSoC26 infrastructure stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Create troubleshooting guide with 10+ common errors and solutions 26 days ago

documentation help wanted good first issue ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Add runnable copy-paste examples to each tutorial 26 days ago

documentation help wanted good first issue ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra/Bug]: Harden CI checkout credentials and fix grapheme-cluster distortion lookup about 1 month ago

enhancement help wanted ECSoC26 infrastructure stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Advanced API client tests (token refresh, retry backoff, deduplication) about 1 month ago

help wanted ECSoC26 testing stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Per-endpoint rate limiting with tiered configuration about 1 month ago

enhancement help wanted ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Frontend offline resilience (queue mutations, cache reads) about 1 month ago

enhancement help wanted ECSoC26 good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Artifact management system (registry, retention policies, CLI commands) about 1 month ago

enhancement help wanted ECSoC26 good-backend stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Configure PyPI Trusted Publishing via OIDC (no static API tokens) about 1 month ago

help wanted ECSoC26 infrastructure good-issue stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug/Feature]: Fix distributed='auto' override bug and complete DDP integration (follow-up to #592) about 1 month ago

bug enhancement help wanted ECSoC26 good-backend stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: DateRangePicker filters by createdAt instead of start_time (follow-up to #596) about 2 months ago

bug help wanted ECSoC26 good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Add path filter and remove redundant pip install from Alembic migration CI step about 2 months ago

enhancement help wanted ECSoC26 infrastructure stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

Migrate dashboard light-mode overrides to CSS custom property tokens about 2 months ago

enhancement help wanted ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Refactor]: Decompose training/trainer.py (45KB) into focused sub-modules about 2 months ago

enhancement help wanted ECSoC26 good-backend stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Architecture diagrams (system overview, pipeline flow, data flow, deployment) about 2 months ago

documentation help wanted ECSoC26 good-issue stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Keyboard shortcut discoverability modal (? trigger, platform-aware) about 2 months ago

enhancement help wanted good first issue ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Reliability diagram visualization - expose per-bin calibration data and render chart about 2 months ago

enhancement help wanted ECSoC26 good-ui good-backend stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Enhance CLI output with Rich library (colors, progress bars, tables) about 2 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: API contract tests validating responses against OpenAPI spec about 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Config documentation and 4 new example configs about 2 months ago

documentation help wanted good first issue ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Feature documentation for 5 undocumented modules (distributed, compression, transfer, HPO, search) about 2 months ago

documentation help wanted ECSoC26 good-issue

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Developer workflow documentation (testing, adding distortions, metrics, architecture, code style) about 2 months ago

documentation help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Frontend error reporting integration (Sentry-compatible) about 2 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Request tracing middleware with correlation IDs about 2 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: Fix Python 3.9 syntax error, CPU memory detection, and logger format in inference benchmark about 2 months ago

bug help wanted good first issue ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Batch experiment CLI command - run multiple configs sequentially with summary 2 months ago

enhancement help wanted ECSoC26 good-backend stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: useGlobalShortcuts hook tests (registration, Cmd+K, input focus guard) 2 months ago

help wanted good first issue ECSoC26 good-ui testing stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Add request timeout (AbortController) to frontend apiFetch (30s default) 2 months ago

enhancement help wanted good first issue ECSoC26 good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: API rate limiting documentation with limits, behavior, and retry patterns 2 months ago

documentation help wanted good first issue ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Kubernetes deployment guide (resource limits, probes, HPA, GPU scheduling) 2 months ago

documentation help wanted ECSoC26 stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: HuggingFace Hub integration via PyTorchModelHubMixin 2 months ago

enhancement help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Keyboard-layout-aware multilingual typo distortion engine (12+ languages) 2 months ago

enhancement help wanted ECSoC26 good-backend research

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: Add missing thread lock to _persist_run_state and _update_run_state (remaining AC from #494) 2 months ago

bug help wanted good first issue ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for RunDetail.tsx and DashboardRoot.tsx 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for ResilienceLab.tsx and TrainingLab.tsx 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for PipelineLab.tsx (29KB, core feature) 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for 6 critical UI primitives (Modal, DataTable, Toast, Input, Select, ConfirmDialog) 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Expand transfer learning module test coverage (4 untested files) 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for distributed/device_pool.py and strategies.py 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for distortions/validators.py 2 months ago

help wanted good first issue ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Integration tests for nightmarenet_server/app.py (server composition) 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Refactor]: Replace 233 print() calls with structured logging in core library 2 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for nightmarenet_server/search/ module (5 files, zero coverage) 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for useWebSocket hook (connection lifecycle, reconnection) 2 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: Hosted interactive API documentation with code examples 2 months ago

documentation help wanted ECSoC26 good-issue good-ui stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Research]: Benchmark gradient vs attention learned adversarial strategy (robustness + performance) 2 months ago

help wanted ECSoC26 research needs-gpu performance stale

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Add Model Inference Benchmark Dashboard 2 months ago

enhancement help wanted ECSoC26 good-issue good-backend research performance

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Refactor]: Harden mypy-baseline CI integration, fix doc anchors, and scope operator suppression 2 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Refactor]: Fix logger f-string, inference timing, GPU memory cleanup, and docs in cross-arch eval 2 months ago

enhancement help wanted good first issue ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Stricter type checking enforcement in CI (mypy baseline, no-explicit-any) 3 months ago

help wanted ECSoC26 infrastructure

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Refactor]: Decompose evaluation/evaluator.py (40KB) into focused sub-modules 3 months ago

enhancement help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for Navbar.tsx and GuidedDemo.tsx 3 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Graceful server shutdown (drain connections, WebSocket close, health 503) 3 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Dependency vulnerability scanning as PR blocker 3 months ago

help wanted ECSoC26 infrastructure

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Contributor stats page with GitHub API integration 3 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Comprehensive Celery task tests (retry, timeout, chaining, fallback worker) 3 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: API versioning infrastructure (deprecation headers, sunset policy) 3 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Docker Compose integration verification script 3 months ago

help wanted good first issue ECSoC26 infrastructure

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Dashboard-specific loading skeleton components 3 months ago

enhancement help wanted good first issue ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Expanded hub module tests (push/pull, model cards, hash verification) 3 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Immutable audit log system for SOC 2 CC7.2 compliance 3 months ago

enhancement help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Enterprise SSO via OpenID Connect (Azure AD/Okta/Auth0) 3 months ago

enhancement help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Unified developer CLI (nightmarenet dev) for all development tasks 3 months ago

enhancement help wanted ECSoC26 good-issue

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Infra]: Custom GitHub Action for robustness checking (nightmarenet-robustness-check) 3 months ago

help wanted ECSoC26 infrastructure good-issue

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Strengthen RobustnessRadar SVG polygon assertions (points attribute verification) 3 months ago

help wanted good first issue ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for evaluation/degradation_curves.py and pareto_analysis.py 3 months ago

help wanted good first issue ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for utils/message_builders.py and utils/tracking.py 3 months ago

help wanted good first issue ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Expand validation.py tests (replace 532-byte stub with comprehensive coverage) 3 months ago

help wanted good first issue ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for data/loader.py (batching, shuffling, streaming) 3 months ago

help wanted good first issue ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Comprehensive unit tests for training/trainer.py (45KB monolith) 3 months ago

help wanted ECSoC26 testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: EU AI Act signed JSON compliance export (JOSE/JWS envelope) 3 months ago

enhancement help wanted ECSoC26 good-backend research

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Design system tokens (CSS custom properties) with theme integration 3 months ago

enhancement help wanted ECSoC26 good-ui

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Docs]: GitHub Discussions setup (Q&A, Ideas, Announcements, Show and Tell) 3 months ago

documentation help wanted good first issue ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

Refactor: extract BASELINE_WAKE_EPOCHS constant and separate registry.py typing changes 3 months ago

help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

Propagate seed parameter in causal LM distortion evaluation 3 months ago

enhancement help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[A11y]: Audit dashboard components for light-mode theme compatibility 3 months ago

enhancement help wanted ECSoC26 accessibility

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Security]: Add Content-Security-Policy headers to frontend (XSS mitigation) 3 months ago

enhancement help wanted ECSoC26 good-ui

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

docs: Add FAQ section to README 3 months ago

good first issue ECSoC26 good-issue

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: Fix react/no-children-prop lint error in retryLazy.test.ts (blocks Py 3.12 CI) 3 months ago

bug help wanted ECSoC26

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Security]: Remove subprocess.run from health endpoint (DoS vector via pytest fork) 3 months ago

bug help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Security]: Add request body size limits to all POST endpoints (OOM/DoS prevention) 3 months ago

bug help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Security]: Explicitly set Celery task serializer to JSON (prevent pickle RCE) 3 months ago

bug help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: Pipeline runner global _runners dict has no thread safety (race condition) 3 months ago

bug help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: Webhook file writes have no atomic/locking mechanism (data corruption on concurrent access) 3 months ago

bug help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Bug]: Add max concurrent pipeline limit to prevent OOM under load 3 months ago

bug help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for transfer/fine_tune.py (layer freezing, weight adaptation) 3 months ago

help wanted good first issue ECSoC26 good-backend testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Model pruning per-layer sparsity callback for visualization 3 months ago

enhancement help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: LiveMetrics component tests (data display, chart rendering, empty state) 3 months ago

help wanted good first issue ECSoC26 good-ui testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Experiment tagging - data model and persistence in run state 3 months ago

enhancement help wanted good first issue ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Test]: Unit tests for transfer/adapter.py (LoRA injection, rank config, weight merge) 3 months ago

help wanted good first issue ECSoC26 good-backend testing

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

[Feature]: Batch experiment API endpoint - POST /api/v1/pipeline/batch for parameter sweeps 3 months ago

enhancement help wanted ECSoC26 good-backend

Adit-Jain-srm/NightmareNet

3

Biologically-grounded adversarial training platform — cyclic Wake/Dream/Nightmare/Compress phases that accumulate model robustness without catastrophic forgetting. 434+ tests, Dockerized, EU AI Act compliance reporting.

Python

Adit-Jain-srm/NightmareNet

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