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JustGlowing/minisom

A minimalistic implementation of the Self Organizing Maps (SOM) algorithm for clustering and dimensionality reduction.

1.6K
Active
Python
Clustering
Dimensionality Reduction
Python
#clustering#dimensionality-reduction#unsupervised-learning

mbadry1/CS231n-2017-Summary

A summary of the famous Stanford CS231n deep learning course, focused on helping developers learn and remember the material.

1.6K
Archived
Python
Tutorials & Courses
Computer Vision
#deep-learning#neural-network#computer-vision

cvg/nice-slam

NICE-SLAM is a neural implicit approach for scalable 3D reconstruction and localization.

1.6K
Archived
Python
Computer Vision
ML Ops
Python
#3d-reconstruction#slam#deep-learning

google/uncertainty-baselines

High-quality implementations of standard and state-of-the-art methods for Bayesian and probabilistic machine learning.

1.6K
Active
Python
ML Ops
Fine-tuning
TensorFlow
#bayesian-methods#probabilistic-programming#data-science

tensorflow/model-optimization

A toolkit to optimize machine learning models for deployment, including quantization and pruning.

1.6K
Active
Python
ML Ops
API Frameworks
TensorFlow
#machine-learning#model-optimization#quantization

sgrvinod/Deep-Tutorials-for-PyTorch

In-depth tutorials for implementing deep learning models with PyTorch, a popular machine learning framework.

1.6K
Archived
Learning & Education
Learning & Education
PyTorch
#deep-learning#neural-network#tutorials

ArztSamuel/Applying_EANNs

This 2D Unity simulation allows cars to learn to navigate through different courses using a feedforward neural network and genetic algorithm.

1.6K
Experimental
ASP
Neural Networks
Evolutionary Algorithms
#neural-networks#genetic-algorithm#self-driving

zubair-irshad/Awesome-Implicit-NeRF-Robotics

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain.

1.6K
Experimental
Computer Vision
Robotics
#computer-vision#robotics#implicit-representations

zju3dv/EasyVolcap

EasyVolcap is a Python library that accelerates neural volumetric video research by providing a simple and efficient workflow.

1.5K
Archived
Python
Computer Vision
CLI Tools
Python
#computer-vision#volumetric-video#research-tools

fzliu/style-transfer

A Python implementation of the neural algorithm for artistic style transfer.

1.5K
Archived
Python
Computer Vision
Backend Frameworks
Python
#computer-vision#machine-learning#neural-networks

google-research/big_transfer

Official repository for the 'Big Transfer (BiT): General Visual Representation Learning' paper, focused on transfer learning for computer vision.

1.5K
Archived
Python
Computer Vision
Inference
PyTorch
#computer-vision#transfer-learning#representation-learning

godweiyang/NN-CUDA-Example

Example code for custom CUDA operators in PyTorch

1.5K
Archived
Python
LLM Frameworks
PyTorch
#cuda#neural-network#pytorch

huggingface/pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's pre-trained transformer language model for fine-tuning and inference.

1.5K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#language-model#neural-networks#openai

yu4u/age-gender-estimation

A Keras-based implementation of a CNN network for age and gender estimation from images.

1.5K
Archived
Jupyter Notebook
Computer Vision
Keras
#age-estimation#gender-estimation#convolutional-neural-networks

dvgodoy/dl-visuals

A library of 200+ deep learning architecture diagrams and figures for use in blog posts, presentations, and papers.

1.5K
Archived
Computer Vision
Charts & Visualization
React
#deep-learning#neural-networks#diagrams

Zymrael/awesome-neural-ode

A collection of resources for working with differential equations, deep learning, and dynamical systems.

1.5K
Archived
LLM Frameworks
Databases
React
#deep-learning#dynamical-modeling#ode

Eric-mingjie/rethinking-network-pruning

A PyTorch library for rethinking network pruning techniques to improve model performance.

1.5K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#convolutional-neural-networks#deep-learning#network-pruning

facebookresearch/fastMRI

A large-scale dataset of raw MRI measurements and clinical MRI images for medical imaging research.

1.5K
Archived
Python
Computer Vision
Datasets
PyTorch
#medical-imaging#mri-reconstruction#deep-learning

sepandhaghighi/pycm

A Python library for creating multi-class confusion matrices, useful for evaluating machine learning models.

1.5K
Active
Python
ML Ops
Data Analysis
#accuracy#classification#confusion-matrix

mpezeshki/pytorch_forward_forward

Implementation of an alternative to backpropagation for training neural networks using PyTorch.

1.5K
Archived
Python
LLM Frameworks
PyTorch
#neural-networks#backpropagation#deep-learning
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