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wzhe06/Ad-papers

Collection of research papers on computational advertising techniques like CTR prediction and recommender systems.

4.4K
Archived
Python
ML Ops
API Frameworks
Python
#advertising#computational-advertising#ctr-prediction

janhuenermann/neurojs

A JavaScript library for deep learning and reinforcement learning, with applications in areas like self-driving cars.

4.4K
Archived
JavaScript
ML Ops
Backend Frameworks
JavaScript
#deep-learning#reinforcement-learning#neural-network

rom1504/img2dataset

Easily convert large sets of image URLs into a dataset for AI/ML training and experimentation.

4.4K
Stable
Python
Computer Vision
Databases
Python
#dataset#image-processing#big-data

Azure/MachineLearningNotebooks

A collection of Python notebooks with machine learning and deep learning examples using the Azure ML SDK.

4.4K
Experimental
Jupyter Notebook
ML Ops
API Frameworks
Azure
#azure#machine-learning#deep-learning

pytorch/serve

Serves, optimizes, and scales PyTorch models for production use

4.4K
Stable
Java
PyTorch
#serving#optimization#scaling

dsgiitr/d2l-pytorch

This project reproduces the book 'Dive Into Deep Learning' by adapting the code from MXNet into PyTorch.

4.3K
Archived
Jupyter Notebook
LLM Frameworks
Backend Frameworks
PyTorch
#deep-learning#computer-vision#nlp

OpenNMT/CTranslate2

Fast C++ inference engine for Transformer models, supporting CUDA, MKL, and other optimizations.

4.3K
Active
C++
Inference
API Frameworks
#deep-learning#machine-translation#neural-machine-translation

LLMBook-zh/LLMBook-zh.github.io

This repository contains the book 'Large Language Models' authored by a team of researchers.

4.3K
Stable
Python
LLM Frameworks
Books & Guides
#natural-language-processing#deep-learning#fine-tuning

fundamentalvision/BEVFormer

An open-source, camera-only framework for autonomous driving perception tasks like 3D object detection and semantic map segmentation.

4.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#autonomous-driving#object-detection#semantic-segmentation

zjunlp/DeepKE

An open toolkit for knowledge graph extraction and construction in Python.

4.3K
Experimental
Python
LLM Frameworks
Knowledge Graphs
PyTorch
#knowledge-graph#information-extraction#natural-language-processing

truefoundry/cognita

A RAG (Retrieval Augmented Generation) framework for building modular, open-source AI applications by TrueFoundry.

4.3K
Stable
Python
LLM Frameworks
RAG & Vector
React
#ai#llm#rag

opendilab/awesome-RLHF

A curated list of resources for reinforcement learning with human feedback (RLHF), a key technique for developing AI systems.

4.3K
Stable
LLM Frameworks
Tutorials & Courses
#reinforcement-learning#human-feedback#large-language-models

onnxsim/onnxsim

A C++ library that simplifies ONNX models, useful for deep learning and AI developers.

4.3K
Active
C++
Computer Vision
CLI Tools
#onnx#deep-learning#computer-vision

microsoft/FLAML

A fast library for AutoML and hyperparameter tuning that can be used for various machine learning tasks.

4.3K
Active
Jupyter Notebook
Automated Machine Learning
Machine Learning
Jupyter Notebook
#automated-machine-learning#hyperparameter-optimization#tabular-data

RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library for building recommendation systems.

4.3K
Experimental
Python
Recommendation System
API Frameworks
PyTorch
#collaborative-filtering#ctr-prediction#deep-learning

HumanSignal/awesome-data-labeling

A curated list of awesome data labeling tools for developers working with AI and computer vision.

4.3K
Archived
Computer Vision
Data Labeling
#data-labeling#annotation-tools#computer-vision

ourownstory/neural_prophet

NeuralProphet is a simple forecasting package that uses neural networks and time series analysis to make predictions.

4.3K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#forecasting#time-series#neural-networks

apachecn/pytorch-doc-zh

A comprehensive collection of PyTorch documentation translated to Chinese for easy access to the framework.

4.2K
Active
Shell
LLM Frameworks
Backend Frameworks
PyTorch
#deep-learning#documentation#python

FedML-AI/FedML

A unified and scalable ML library for large-scale distributed training, model serving, and federated learning.

4.0K
Stable
Python
ML Ops
Inference
React
#ai#machine-learning#federated-learning

Nixtla/neuralforecast

Scalable neural forecasting algorithms for time-series data, with support for various deep learning models.

4.0K
Active
Python
ML Ops
API Frameworks
PyTorch
#forecasting#time-series#deep-learning
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