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Research Tools

148 projects

Showing 36 of 148 projects

PyTorch Lightning
PyTorch LightningPython

A PyTorch wrapper that automates engineering boilerplate for scalable AI model training and deployment.

#distributed-training#ai#model-training
Stars31.2k
Forks3.8k
Last commit4 days ago
PlotNeuralNet
PlotNeuralNetTeX

LaTeX code and Python interface for creating publication-quality neural network architecture diagrams.

#deep-learning#neural-networks#research-tools
Stars24.9k
Forks3.1k
Last commit2 years ago
overleaf
overleafJavaScript

An open-source, web-based, real-time collaborative LaTeX editor for writing and editing scientific documents.

#academic-writing#collaborative-editing#research-tools
Stars18.0k
Forks2.0k
Last commit14 days ago
Stable Baselines3
Stable Baselines3Python

A reliable PyTorch implementation of reinforcement learning algorithms for research and industry.

#ai#gymnasium#openai-gym
Stars13.6k
Forks2.2k
Last commit6 days ago
LAVIS
LAVISJupyter Notebook

A Python library for language-vision intelligence research, providing unified access to state-of-the-art models, datasets, and tasks.

#vision-language-pretraining#multimodal-datasets#salesforce
Stars11.3k
Forks1.1k
Last commit1 month ago
Tianshou
TianshouPython

An elegant PyTorch-based deep reinforcement learning library with modular APIs for both research and application development.

#policy-gradient#td3#gymnasium
Stars10.9k
Forks1.3k
Last commit3 months ago
hydra
hydraPython

A framework for elegantly configuring complex applications, particularly in machine learning and research.

#devops#experiment-tracking#research-tools
Stars10.5k
Forks917
Last commit19 hours ago
Assignments
AssignmentsPython

Code examples and tutorials for Stanford's TensorFlow for Deep Learning Research course (CS 20).

#code-examples#stanford-cs20#educational-resources
Stars10.4k
Forks4.3k
Last commit5 years ago
Awesome reinforcement learning
Awesome reinforcement learning

A curated list of reinforcement learning resources including theory, applications, code libraries, tutorials, and platforms.

#research-tools#ai-education#deep-reinforcement-learning
Stars9.9k
Forks1.9k
Last commit3 years ago
Torch7 Cheat sheet
Torch7 Cheat sheetC

A scientific computing framework with wide support for machine learning algorithms, built around multi-dimensional tensor operations.

#scientific-computing#parallel-computing#deep-learning
Stars9.1k
Forks2.3k
Last commit1 year ago
awesome-chinese-nlp
awesome-chinese-nlp

A curated list of resources, tools, datasets, and learning materials for Chinese Natural Language Processing.

#computational-linguistics#text-corpus#research-tools
Stars7.9k
Forks1.7k
Last commit3 years ago
deap
deapPython

A Python framework for rapid prototyping and testing of evolutionary algorithms, including genetic algorithms, genetic programming, and evolution strategies.

#parallel-computing#genetic-algorithms#cma-es
Stars6.4k
Forks1.2k
Last commit3 months ago
tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow focused on speed, flexibility, and reproducible research.

#multi-gpu#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit3 years ago
R Studio
R StudioJava

An integrated development environment (IDE) for the R programming language with a comprehensive workbench and server capabilities.

#data-science#r-language#research-tools
Stars5.0k
Forks1.2k
Last commit22 hours ago
lucid
lucidJupyter Notebook

A collection of infrastructure and tools for research in neural network interpretability and visualization.

#distill-pub#deep-learning#interpretability
Stars4.7k
Forks645
Last commit3 years ago
RecBole
RecBolePython

A unified, comprehensive, and efficient Python/PyTorch library for reproducing and developing recommendation algorithms.

#graph-neural-networks#knowledge-graphs#deep-learning
Stars4.5k
Forks747
Last commit1 year ago
Network Analysis
Network AnalysisR

A curated list of resources for constructing, analyzing, and visualizing network data across various disciplines.

#semantic-networks#data-science#complex-networks
Stars4.1k
Forks637
Last commit3 months ago
PCAPTools
PCAPTools

A curated list of open-source and research tools for capturing, analyzing, and processing network packet captures (PCAP files).

#traffic-analysis#pcap#research-tools
Stars3.4k
Forks480
Last commit10 months ago
Awesome PCAP Tools
Awesome PCAP Tools

A curated list of open-source tools for capturing, analyzing, and processing network packet captures (PCAP files).

#pcap-tools#open-source#network-forensics
Stars3.4k
Forks480
Last commit10 months ago
ipywidgets
ipywidgetsTypeScript

Interactive HTML widgets for Jupyter notebooks, enabling dynamic data exploration and visualization.

#jupyterlab-extension#notebook-tools#research-tools
Stars3.3k
Forks973
Last commit1 month ago
Falcor
FalcorC++

A real-time rendering framework for DirectX 12 and Vulkan that improves productivity in graphics research and prototyping.

#render-graph#vulkan#directx-12
Stars3.2k
Forks611
Last commit1 year ago
Awesome robotics libraries
Awesome robotics librariesPython

A curated list of robotics libraries, simulators, and software for developers and researchers.

#robotics#simulation#open-source
Stars3.0k
Forks493
Last commit3 days ago
Loghub
Loghub

A large collection of real-world system log datasets for AI-driven log analytics research.

#logs#operating-systems#distributed-systems
Stars2.8k
Forks784
Last commit1 day ago
Research Tools
Research Tools

A curated list of tools and resources for researchers, covering organization, writing, publishing, data analysis, and academic workflows.

#research-tool#academic-workflow#productivity
Stars2.7k
Forks268
Last commit2 months ago
Web Archiving
Web Archiving

A curated list of resources, tools, and services for web archiving, from acquisition and replay to analysis and community.

#data-curation#digital-libraries#digital-preservation
Stars2.6k
Forks196
Last commit2 months ago
Awesome Web Archiving
Awesome Web Archiving

A curated list of resources, tools, and services for web archiving, from acquisition and replay to analysis and community.

#data-curation#digital-libraries#digital-preservation
Stars2.6k
Forks196
Last commit2 months ago
Optax
OptaxPython

A gradient processing and optimization library for JAX, designed for research with composable building blocks.

#gradient-processing#jax#python-library
Stars2.3k
Forks349
Last commit2 days ago
awesome-remote-sensing-change-detection
awesome-remote-sensing-change-detection

A curated list of datasets, tools, methods, review papers, and competitions for remote sensing change detection.

#change-detection#geospatial#deep-learning
Stars2.3k
Forks403
Last commit3 months ago
ggstatsplot
ggstatsplotR

An R package that extends ggplot2 to create publication-ready graphics with statistical details embedded directly in the plots.

#regression-analysis#scientific-visualization#statistical-analysis
Stars2.2k
Forks202
Last commit4 days ago
JAX
JAX

A curated list of awesome libraries, projects, tutorials, and resources for the JAX machine learning ecosystem.

#scientific-computing#neural-network#jax
Stars2.1k
Forks170
Last commit6 months ago
PsychoPy
PsychoPyPython

An open-source Python library for creating and running psychology and neuroscience experiments with both GUI and code interfaces.

#neuroscience#science#psycholinguistics
Stars2.0k
Forks977
Last commit1 day ago
awesome-latex-drawing
awesome-latex-drawingTeX

A collection of 30+ LaTeX drawing examples for Bayesian networks, graphical models, tensors, and academic illustrations.

#bayesian-networks#research-tools#academic-illustrations
Stars2.0k
Forks190
Last commit1 year ago
metaworld
metaworldPython

An open-source benchmark suite of continuous control robotic manipulation environments for multi-task and meta reinforcement learning.

#robotics#continuous-control#gymnasium
Stars1.9k
Forks346
Last commit5 days ago
matlab2tikz
matlab2tikzMATLAB

Converts MATLAB/Octave figures to TikZ/pgfplots figures for seamless integration into LaTeX documents.

#scientific-visualization#octave#research-tools
Stars1.7k
Forks334
Last commit1 month ago
prettyplotlib
prettyplotlibPython

A Python matplotlib-enhancer library that painlessly creates beautiful default plots with improved aesthetics and color perception.

#matplotlib#research-tools#python
Stars1.7k
Forks142
Last commit7 years ago
Economics
Economics

A curated collection of links for economists, covering studying, research, data, software, discussions, and career resources.

#repec#economist#economic-data
Stars1.7k
Forks233
Last commit2 years ago
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#Machine Learning45#Deep Learning29#Awesome List26#Python24#Awesome23#Computer Vision20#Open Science16#Data Science16#Data Visualization15#Scientific Computing14#Neural Networks13#Bioinformatics13
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