Owner

marcostx

5 indexed repositories · View on GitHub

BoVW-LSTM
Layer of feature extraction

Python · 8 stars
FillingMissingData
what about missing data ?

HTML · 0 stars
mlops-playground

Python · 0 stars
violence-attention-paper

Lua · 0 stars
voight-kampff
a CLI app for movie recommendation systems

Python · 0 stars

Beginner friendly Everything

Open All

Joi companion mode: conversational recommendations Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

marcostx/voight-kampff#34 · Opened Jul 5, 2026
Memory maker: persistent per-user profiles Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

marcostx/voight-kampff#33 · Opened Jul 5, 2026
Embedding-based similarity with an approximate nearest-neighbor index Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

marcostx/voight-kampff#32 · Opened Jul 5, 2026
Matrix factorization / ALS with implicit feedback Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

marcostx/voight-kampff#31 · Opened Jul 5, 2026
Versioned releases with changelogs and a published package Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

marcostx/voight-kampff#30 · Opened Jul 5, 2026
Themed terminal experience: --noir theme and VK interactive mode Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

marcostx/voight-kampff#29 · Opened Jul 5, 2026
Build a real documentation site (mdBook or MkDocs) Open

documentation

Difficulty 5/5 Over a week Newbie friendliness 35/100

marcostx/voight-kampff#28 · Opened Jul 5, 2026
Rewrite the README around the CLI Open

documentation

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

marcostx/voight-kampff#27 · Opened Jul 5, 2026
Input hardening: bounds validation, rate limiting, dependency audit Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

marcostx/voight-kampff#26 · Opened Jul 5, 2026
Observability: structured logging and basic metrics Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 40/100

marcostx/voight-kampff#25 · Opened Jul 5, 2026
Containerize: Dockerfile + docker-compose Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 52/100

marcostx/voight-kampff#24 · Opened Jul 5, 2026
API polish: typed errors, pagination, movie search endpoint, versioning Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

marcostx/voight-kampff#23 · Opened Jul 5, 2026
Move model loading to FastAPI lifespan events; add /health endpoint Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 58/100

marcostx/voight-kampff#22 · Opened Jul 5, 2026
Hybrid genre/tag content features for cold-start movies Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

marcostx/voight-kampff#21 · Opened Jul 5, 2026
User-based recommendations: vk interrogate --user <id> Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

marcostx/voight-kampff#20 · Opened Jul 5, 2026
Add offline evaluation harness: precision@k, recall@k, coverage Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

marcostx/voight-kampff#19 · Opened Jul 5, 2026
Adjusted cosine / mean-centering to reduce popularity bias Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

marcostx/voight-kampff#18 · Opened Jul 5, 2026
Use scipy sparse matrices for the user-item matrix Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 55/100

marcostx/voight-kampff#17 · Opened Jul 5, 2026
Load persisted model at startup instead of retraining Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

marcostx/voight-kampff#16 · Opened Jul 5, 2026
Add vk search <title>: fuzzy title lookup Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 38/100

marcostx/voight-kampff#12 · Opened Jul 5, 2026
Add vk retire <movie>: exclude movies from recommendations Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 65/100

marcostx/voight-kampff#11 · Opened Jul 5, 2026
Improve the documentation Open

enhancement good first issue

marcostx/FillingMissingData#1 · 1 assignee · Opened Jul 15, 2022
Collaboration instructions Open

documentation

marcostx/mlops-playground#1 · 1 assignee · Opened Jul 15, 2022
Improve documentation with usage instructions Open

documentation

marcostx/violence-attention-paper#1 · 1 assignee · Opened Jul 15, 2022
Two question Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

marcostx/BoVW-LSTM#2 · Opened Jul 1, 2020

marcostx

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