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datawhalechina / easy-rl

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

▲ ~21/7d ★ 15k Jupyter Notebook 15d ago
py-why / EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

▲ ~11/7d ★ 4.8k Jupyter Notebook 2d ago
datawhalechina / base-llm

从 NLP 到 LLM 的算法全栈教程,在线阅读地址:https://datawhalechina.github.io/base-llm/

▲ ~10/7d ★ 1.1k Jupyter Notebook 1mo ago
AnswerDotAI / llms-txt

The /llms.txt file, helping language models use your website

▲ ~9/7d ★ 2.7k Jupyter Notebook 1mo ago
peterdsharpe / AeroSandbox

Aircraft design optimization made fast through computational graph transformations (e.g., automatic differentiation). Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.

▲ ~7/7d ★ 1.4k Jupyter Notebook 8d ago
AllenDowney / ThinkPython

Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.

▲ ~6/7d ★ 2.8k Jupyter Notebook 1d ago
AllenDowney / ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

▲ ~5/7d ★ 4.7k Jupyter Notebook 23d ago
DataDog / toto

Time-Series-Optimized Transformer for Observability

▲ ~5/7d ★ 571 Jupyter Notebook 5d ago
HugoBlox / hugo-theme-academic-cv

🎓 Academic portfolio that boosts citations. AI generates pages, you own as Markdown. BibTeX auto-import, Jupyter, LaTeX, slides, visual block editor — free to host forever. 学术主页,AI 生成,Markdown 拥有 👇

▲ ~3/7d ★ 5.1k Jupyter Notebook 7d ago
Nixtla / nixtla

TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

▲ ~3/7d ★ 4.0k Jupyter Notebook 2d ago
inclusionAI / ling-cookbook

Guide, document and practical tips for getting the most out of the Ling model series.

▲ ~3/7d ★ 44 Jupyter Notebook 1d ago
onnx / models

A collection of pre-trained, state-of-the-art models in the ONNX format

▲ ~2/7d ★ 9.8k Jupyter Notebook 7d ago
h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

▲ ~2/7d ★ 7.5k Jupyter Notebook 5d ago
apache / hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

▲ ~2/7d ★ 2.6k Jupyter Notebook 1d ago
AnswerDotAI / nbdev

Create delightful software with Jupyter Notebooks

▲ ~1/7d ★ 5.3k Jupyter Notebook 2d ago
AllenDowney / ModSimPy

Text and supporting code for Modeling and Simulation in Python

▲ ~1/7d ★ 939 Jupyter Notebook 15d ago
GeoscienceAustralia / dea-notebooks

Open-source Jupyter Notebooks and Python tools for geospatial analysis with Digital Earth Australia, Open Data Cube, and Xarray

▲ ~1/7d ★ 542 Jupyter Notebook 24d ago
microsoft / FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

▲ ~0/7d ★ 4.4k Jupyter Notebook 1d ago
jamesturk / jellyfish

🪼 a python library for doing approximate and phonetic matching of strings.

▲ ~0/7d ★ 2.2k Jupyter Notebook 23d ago
AllenDowney / ThinkBayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

▲ ~0/7d ★ 2.1k Jupyter Notebook 15d ago
wx-chevalier / AI-Notes

:books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战,数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

▲ ~0/7d ★ 785 Jupyter Notebook 1mo ago
erdogant / bnlearn

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.

▲ ~0/7d ★ 645 Jupyter Notebook 1d ago
superlinked / VectorHub

Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.

▲ ~0/7d ★ 533 Jupyter Notebook 5d ago
AnswerDotAI / MonsterUI

MonsterUI is a FastHTML Tailwind-powered UI framework for building beautiful web interfaces with minimal code.

▲ ~0/7d ★ 524 Jupyter Notebook 10d ago
mirzayasirabdullahbaig07 / Heart-Disease-Prediction

A machine learning web app that predicts whether a patient is at risk of heart disease, based on 13 clinical features. Built with scikit-learn (Random Forest) and deployed with Streamlit.

▲ ~0/7d ★ 27 Jupyter Notebook 2mo ago
helvecioneto / datascience

Repositório para as aulas da disciplina SSIN0044 - INTRODUÇÃO À CIÊNCIA DE DADOS - T01 (Universidade Federal do Oeste do Pará)

▲ ~0/7d ★ 25 Jupyter Notebook 9d ago
ben1234560 / AiLearning-Theory-Applying

快速上手AI理论及应用实战:基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集,力求每一位能看懂并复现。

▲ ~-2/7d ★ 3.6k Jupyter Notebook 20d ago
simpler-env / SimplerEnv

Evaluating and reproducing real-world robot manipulation policies (e.g., RT-1, RT-1-X, Octo) in simulation under common setups (e.g., Google Robot, WidowX+Bridge) (CoRL 2024)

▲ ~-2/7d ★ 1.2k Jupyter Notebook 1mo ago

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