Python Implementation of Reinforcement Learning: An Introduction
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RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
- attention-mechanism
- deep-learning
- gpt
- gpt-2
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
Face recognition using Tensorflow
Python package built to ease deep learning on graph, on top of existing DL frameworks.
- deep-learning
- graph-neural-networks
An open source implementation of CLIP.
- deep-learning
- pytorch
- computer-vision
- language-model
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
[CVPR 2023] SadTalker：Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
- audio-driven-talking-face
- cvpr2023
- talking-head
- deep-fake
Convert Machine Learning Code Between Frameworks
- python
- tensorflow
- pytorch
- numpy
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
- reinforcement-learning
- reinforcement-learning-algorithms
- machine-learning
- gym
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
- gpt-2
- adaptation
- language-model
- gpt-3
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
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
机器学习相关教程
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
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:
Agent S: the state-of-the-art open source computer use agents
- agent-computer-interface
- ai-agents
- computer-automation
- gui-agents