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louisfb01/start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Updated
2026-01-23
Lists
1 list mention
First commit
2020-09-24
History
7 history points
License
MIT
Issues
5 open
Forks
697
Commits
106 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

AI dev
Updated
2026-09-08
Lists
1 list mention
First commit
2017-06-02
History
7 history points
License
MIT
Issues
149 open
Forks
869
Commits
1,970 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
awslabs/gluonts

Probabilistic time series modeling in Python

Updated
2026-07-31
Lists
2 list mentions
First commit
2019-05-16
History
8 history points
License
Apache-2.0
Issues
483 open
Forks
838
Commits
1,506 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
rasbt/mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Updated
2026-09-29
Lists
2 list mentions
First commit
2014-08-14
History
9 history points
License
NOASSERTION
Issues
160 open
Forks
920
Commits
1,709 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

Updated
2026-09-06
Lists
1 list mention
First commit
2025-03-04
History
1 history point
License
Apache-2.0
Issues
2 open
Forks
806
Commits
296 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

Updated
2024-07-24
Lists
1 list mention
First commit
2015-07-30
History
9 history points
License
Apache-2.0
Issues
166 open
Forks
724
Commits
483 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
argilla-io/argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

Updated
2026-08-31
Lists
2 list mentions
First commit
2021-01-28
History
7 history points
License
Apache-2.0
Issues
32 open
Forks
505
Commits
3,629 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Kiln-AI/Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

AI dev
Updated
2026-09-08
Lists
1 list mention
First commit
2024-08-02
History
7 history points
License
NOASSERTION
Issues
74 open
Forks
377
Commits
7,548 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

AI dev
Updated
2026-09-12
Lists
1 list mention
First commit
2023-07-31
History
7 history points
License
NOASSERTION
Issues
1,307 open
Forks
1,151
Commits
13,703 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
changyeyu/LLM-RL-Visualized

🌟100+ 原创 LLM / RL 原理图📚,《大模型算法》作者巨献!💥(100+ LLM/RL Algorithm Maps )

Updated
2026-09-10
Lists
2 list mentions
First commit
2025-04-26
History
2 history points
License
NOASSERTION
Issues
3 open
Forks
477
Commits
120 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
hudson-and-thames/mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

Updated
2023-10-02
Lists
1 list mention
First commit
2021-08-24
History
5 history points
License
NOASSERTION
Issues
49 open
Forks
1,290
Commits
11 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
openvenues/libpostal

A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.

Updated
2026-05-13
Lists
2 list mentions
First commit
2015-03-03
History
9 history points
License
MIT
Issues
299 open
Forks
474
Commits
5,501 commits
Star growth, last 7 days
+2 0.0%
Commit velocity, last 7 days
0 0.0%
Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Updated
2026-09-09
Lists
3 list mentions
First commit
2021-11-17
History
9 history points
License
Apache-2.0
Issues
152 open
Forks
389
Commits
1,468 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Updated
2026-09-08
Lists
2 list mentions
First commit
2017-11-24
History
9 history points
License
BSD-3-Clause
Issues
183 open
Forks
720
Commits
2,034 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
SeldonIO/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

AI dev
Updated
2026-03-23
Lists
2 list mentions
First commit
2021-08-31
History
8 history points
License
NOASSERTION
Issues
396 open
Forks
866
Commits
1,278 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
CarperAI/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Updated
2024-01-08
Lists
1 list mention
First commit
2020-03-27
History
7 history points
License
MIT
Issues
102 open
Forks
487
Commits
349 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

Updated
2025-01-14
Lists
1 list mention
First commit
2022-10-25
History
1 history point
License
NOASSERTION
Issues
101 open
Forks
666
Commits
1,529 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
tensorflow/lucid

A collection of infrastructure and tools for research in neural network interpretability.

Archived
Updated
2023-02-06
Lists
1 list mention
First commit
2018-01-25
History
9 history points
License
Apache-2.0
Issues
84 open
Forks
643
Commits
667 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
WeThinkIn/AIGC-Interview-Book

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

Updated
2026-09-08
Lists
1 list mention
First commit
2023-10-14
History
1 history point
License
GPL-3.0
Issues
1 open
Forks
464
Commits
3,834 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
promptslab/Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Updated
2026-03-27
Lists
3 list mentions
First commit
2022-12-12
History
43 history points
License
Apache-2.0
Issues
60 open
Forks
363
Commits
594 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
truefoundry/cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

Archived
Updated
2026-03-13
Lists
1 list mention
First commit
2024-04-09
History
1 history point
License
Apache-2.0
Issues
22 open
Forks
393
Commits
413 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history