Top Machine Learning Projects

Trending machine learning repositories on GitHub with AI-tracked growth signals and credibility scoring.

rohitg00/ ai-engineering-from-scratch
100%

Someone built an AI engineering course that gets you shipping tools.

Python 2647 562 29d
alvinunreal/ awesome-opensource-ai
100%

This replaces scattered AI tool hunts with one vetted open-source arsenal.

Python 2527 228 23d
dreddnafious/ thereisnospoon
100%

Reason about ML like software using first-principles mental models.

Python 1059 89 18d
Xiangyue-Zhang/ auto-deep-researcher-24x7
100%

It runs your full deep learning experiments 24/7 while you sleep.

Python 466 37 9d
taco-group/ SparkVSR
100%

Someone built interactive video upscaling that spreads quality from sparse keyframes.

Python 338 31 31d
Xiangyue-Zhang/ auto-deep-researcher-24x7
100%

It runs your deep learning experiments 24/7 so you actually sleep.

Python 334 23 8d
kayba-ai/ recursive-improve
100%

Agents recursively self-improve—no more manual failure chasing.

Python 163 11 19d
kreuzberg-dev/ liter-llm
100%

Switch LLM providers without rewriting a single integration.

Rust 144 9 22d
Dynamis-Labs/ spectralquant
100%

Beats TurboQuant at KV compression for snappier, sharper LLM inference.

Python 107 14 11d
matt-k-wong/ mlx-flash
100%

It runs RAM-crushing ML models natively on Apple Silicon.

Python 87 6 27d
Srivardhini-S/ quantum-noise-signal-classifier
100%

Quantum circuits classify noisy signals classical ML can't touch.

Python 67 0 16d
Kuberwastaken/ litmus
100%

Turn your always-on GPU into a self-directing ML research lab.

HTML 66 9 19d
run-llama/ ParseBench
100%

Benchmark PDF parsers to fuel AI agents with flawless enterprise doc data.

Python 63 3 6d
sunnnybala/ Rstack
100%

Turn your research idea into a submittable paper in one seamless session.

Shell 61 9 16d
OnlyTerp/ turboquant
100%

Someone hacked LLM inference to sip memory while delivering full quality.

Python 52 7 22d
UdaraJay/ tiny-router
100%

Your texts spill their urgency, action needs, and keeper status.

Python 52 7 28d
Tisha-runwal/ Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare
100%

This swaps central data risks for personalized IoT healthcare AI that stays private.

Python 48 0 11d
ledmaster/ ml-mania-2026
100%

This swaps manual ML research for a self-evolving expertise loop.

Jupyter Notebook 48 2 39d
Gokuld102/ ai-traffic-signal-optimization
100%

This replaces fixed stoplights with AI that ends gridlock instantly.

Python 44 0 17d
atomicarchitects/ equiformer_v3
100%

Scale crystal structure predictions effortlessly with general SE(3)-equivariant attention.

Python 43 1 10d
reacher-z/ ClawBench
100%

Tests if AI agents can adult through real-world web drudgery.

Python 42 5 6d
sadanandpai/ ai-learning-kit
100%

Master AI skills fast with handpicked roadmaps and key resources.

36 3 12d
datawhalechina/ reasoning-kingdom
100%

Master AI reasoning's core to build models that truly think.

35 3 17d
4rtemi5/ halo
100%

Someone built a loss swap that nails calibration and OOD detection without ID hits.

Python 33 5 10d
back2matching/ turboquant
100%

It runs beast LLMs like toys on your GPU.

Python 28 5 22d
MasterAgentAI/ QuantPath
100%

Land top MFE programs by letting AI match your profile to ideal prerequisites.

Python 28 0 32d
SeanFDZ/ macmind
100%

Someone built a transformer that trains on Macintosh SE/30 hardware.

Python 27 2 3d
1137043480/ word-learning-system
100%

Replace flashcards with AI that adapts to master your Chinese vocabulary.

TypeScript 25 1 31d
BiuboWAF/ Biubo
100%

Outsmarts web attacks like rules-based WAFs can't, with AI and visual replays.

HTML 24 4 11d
tentime/ implementations
100%

This replaces your ML reading list with executable milestones.

Python 24 4 7d
Suraj-G-Rao/ Complete-MLOPS
100%

Delivers full MLOps mastery through end-to-end projects you can own.

Jupyter Notebook 23 0 11d
the-palindrome/ ml-knowledge-graph
100%

ML prereqs form a 3D web you can finally boss around.

JavaScript 23 5 22d
Suraj-G-Rao/ Complete-Data-Science
100%

Someone built end-to-end data science projects that make ML mastery click.

Jupyter Notebook 22 0 11d
sparkorbit/ sparkorbit
100%

Dashboard turns AI info chaos into your effortless daily intel.

Python 21 0 24d
TianwenLeng/ lake-connector
100%

Scale ML experiments across data lakes straight into your pandas workflow.

Python 21 0 26d
chappyasel/ meta-kb
100%

LLM knowledge base knows self-improvement secrets—and applies them to itself.

TypeScript 20 1 12d
Srinivasan-03/ loan-approval-fairness-check
100%

Spot hidden biases in loan approvals to build fairer models fast.

MATLAB 20 0 16d
Mandeep2807/ NIFTY50-ML-Prediction-EDA
100%

Predicts NIFTY50 trends like quant platforms, but in pure Python.

Jupyter Notebook 19 0 10d
Valentinetemi/ asl-sign-detection-mediapipe-rf
100%

This replaces skin-tone biased ASL detectors with flawless real-time recognition.

Jupyter Notebook 18 5 28d
alex-jb/ orallexa-ai-trading-agent
100%

Someone built an AI trader that debates itself into smarter calls.

Python 18 1 15d
Rudr-Praneeth/ Mathematics-for-Machine-Learning
100%

Math notes that make ML models click without the usual brain fog.

17 1 17d
nurtilekgalimov/ cleanmol
100%

This replaces ad-hoc SMILES scrubbing with audited, ML-ready chemical tables.

Python 16 2 5d
soumili-here/ Crime-Analysis-Against-Children-in-India
100%

Someone ran ML on India's child crime data and uncovered real patterns.

Jupyter Notebook 16 0 1d
PROVE1352/ cognitive-sparks
100%

This replaces AI orchestrators with cognition that sparks true insight.

Python 16 2 13d
NotDizzyButFizzy/ credit-card-fraud-detection
100%

Catches credit fraud red-handed, even when it's playing hide-and-seek.

HTML 16 0 20d
Firmamento-Technologies/ TurboQuant
100%

Compress embeddings to store more vectors without sacrificing search accuracy.

Python 15 1 19d
groovy-web/ awesome-ai-agents
100%

This replaces your AI agent research grind with instant framework mastery.

15 1 23d
khedekarpratik0337/ featureiq
100%

Features wake up smart and engineer pipelines tailored to your data.

Python 14 8 7d
7WaySecurity/ ai_osint
100%

Unearths AI leaks and rogue endpoints basic OSINT tools miss.

14 0 8d
Bishanka-prog/ crop_yield_prediction
100%

Predicts crop yields from rainfall data like farm experts, but automated.

Jupyter Notebook 14 0 1d

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