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NTMC-Community/MatchZoo

Facilitates the design, comparison, and sharing of deep text matching models for NLP applications.

3.9K
Archived
Python
LLM Frameworks
API Frameworks
Python
#deep-learning#text-matching#natural-language-processing

apachecn/hands-on-ml-zh

A Chinese translation of the book 'Hands-On Machine Learning with Scikit-Learn and TensorFlow' for developers interested in machine learning and AI tools.

3.8K
Archived
CSS
LLM Frameworks
Books & Guides
Sklearn
#machine-learning#deep-learning#python

TrickyGo/Dive-into-DL-TensorFlow2.0

A project that reimplements the 'Dive into Deep Learning' book's MXNet examples using TensorFlow 2.0 for vibe coders.

3.8K
Archived
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
TensorFlow
#deep-learning#computer-vision#natural-language-processing

mseitzer/pytorch-fid

A PyTorch library for computing Frรฉchet Inception Distance (FID), a metric used to evaluate generative adversarial networks.

3.8K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#deep-learning#fid#fid-score

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

open-spaced-repetition/fsrs4anki

A modern Anki addon that implements the Free Spaced Repetition Scheduler algorithm for intelligent tutoring systems.

3.8K
Stable
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#anki#spaced-repetition#memory-optimization

dkozlov/awesome-knowledge-distillation

A collection of resources and tools related to knowledge distillation, a technique for compressing and transferring knowledge from a larger model to a smaller one.

3.8K
Stable
Knowledge Distillation
#knowledge-distillation#model-compression#deep-learning

Lightning-AI/LitServe

A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.

3.8K
Active
Python
AI Model Serving
API Frameworks
FastAPI
#ai#inference#serving

Nixtla/nixtla

TimeGPT-1 is a production-ready pre-trained time series foundation model for forecasting and anomaly detection.

3.8K
Active
Jupyter Notebook
LLM Frameworks
API Frameworks
Jupyter Notebook
#anomaly-detection#forecasting#time-series

google-research/scenic

JAX library for computer vision research with transformers, attention mechanisms, and vision models

3.8K
Active
Python
Computer Vision
LLM Frameworks
JAX
#vision-transformer#computer-vision-research#jax-library

allmachinelearning/MachineLearning

A collection of machine learning resources for developers interested in AI and data science.

3.8K
Archived
Machine Learning
Tutorials & Courses
#machine-learning#data-mining#deep-learning

MLNLP-World/DeepLearning-MuLi-Notes

A collection of notes and exercises for the 'Dive into Deep Learning' course, focused on deep learning and PyTorch.

3.8K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
PyTorch
#deep-learning#machine-learning#pytorch

huggingface/course

A comprehensive course on Transformers, a powerful deep learning framework for NLP tasks.

3.8K
Active
MDX
LLM Frameworks
Tutorials & Courses
PyTorch
#transformers#natural-language-processing#deep-learning

LazyAGI/LazyLLM

Easiest way to build multi-agent LLM applications for vibe coders using Python and LangChain.

3.7K
Active
Python
LLM Frameworks
Agents & Orchestration
LangChain
#agents#llm#langchain

bytedance/byteps

A high-performance and generic framework for distributed deep neural network training

3.7K
Archived
Python
ML Ops
API Frameworks
Keras
#distributed-training#deep-learning#machine-learning

olivia-ai/olivia

Olivia is an open-source, AI-powered voice assistant that can be used to build conversational applications.

3.7K
Experimental
Go
Agents & Orchestration
Authentication
Go
#ai#assistant#chatbot

mlc-ai/web-stable-diffusion

A browser-based implementation of the Stable Diffusion AI model, enabling in-browser image generation.

3.7K
Archived
Jupyter Notebook
Inference
Frontend Frameworks
React
#stable-diffusion#ai-image-generation#web-assembly

polyaxon/polyaxon

Polyaxon is an MLOps platform for managing and orchestrating the machine learning lifecycle.

3.7K
Active
MLOps
API Frameworks
Kubernetes
#machine-learning#mlops#kubernetes

lightly-ai/lightly

A Python library for self-supervised learning on images, with a focus on computer vision and AI-powered tooling.

3.7K
Stable
Python
Computer Vision
Self-Supervised Learning
PyTorch
#computer-vision#contrastive-learning#deep-learning

cleardusk/3DDFA

A PyTorch-based library for 3D facial alignment, useful for computer vision and AI-powered applications.

3.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#3d-face-alignment#computer-vision#deep-learning
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