A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
- machine-learning
- machine-intelligence
- artificial-intelligence
- reinforcement-learning
Repository Index
47,133 repositories indexed
49–72 of 300 · Most stars
pix2tex: Using a ViT to convert images of equations into LaTeX code.
Topic Modelling for Humans
- gensim
- topic-modeling
- information-retrieval
- machine-learning
Machine learning, in numpy
- machine-learning
- neural-networks
- topic-modeling
- gaussian-mixture-models
🦉 Data Versioning and ML Experiments
- data-science
- machine-learning
- reproducibility
- data-version-control
A hyperparameter optimization framework
NLTK Source
- nltk
- python
- nlp
- natural-language-processing
Image augmentation for machine learning experiments.
- image-augmentation
- machine-learning
- augmentation
- deep-learning
A list of all named GANs!
- machine-learning
- gan
- generative-adversarial-network
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
- chatterbot
- machine-learning
- chatbot
- python
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
- transferlearning
- domain-adaptation
- transfer-learning
- survey
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
- reinforcement-learning
- reinforcement-learning-algorithms
- machine-learning
- gym
Open Machine Learning Compiler Framework
- compiler
- tensor
- deep-learning
- gpu
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- pandas-profiling
- pandas-dataframe
- statistics
- jupyter-notebook
机器学习相关教程
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
- deep-learning
- pytorch
- grad-cam
- visualizations
A MNIST-like fashion product database. Benchmark :point_down:
🐍 Geometric Computer Vision Library for Spatial AI
A collaboration friendly studio for NeRFs
Low-code framework for building custom LLMs, neural networks, and other AI models
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
- weak-supervision
- data-cleaning
- data-quality
- noisy-labels
手写实现李航《统计学习方法》书中全部算法
- machine-learning-algorithms
- code
- statistical-learning-method