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315386775/DeepLearing-Interview-Awesome-2024

A comprehensive collection of interview questions and answers for AI, computer vision, and LLM topics.

2.8K
Stable
LLM Frameworks
Computer Vision
PyTorch
#ai-interview#computer-vision#llm

Alro10/deep-learning-time-series

A repository with papers, code, and experiments using deep learning for time series forecasting.

2.8K
Archived
Jupyter Notebook
ML Ops
Time Series
PyTorch
#deep-learning#time-series-forecasting#forecasting-models

pytorch/xla

Enables PyTorch, a popular machine learning library, to run on XLA devices like Google TPUs.

2.8K
Stable
C++
ML Ops
API Frameworks
PyTorch
#pytorch#xla#tpu

mars-project/mars

A unified framework for large-scale data computation that scales popular Python data tools like NumPy, Pandas, and Scikit-Learn.

2.7K
Archived
Python
ML Ops
Caching
Dask
#machine-learning#data-processing#scale

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

carpedm20/ENAS-pytorch

A PyTorch implementation of the Efficient Neural Architecture Search (ENAS) algorithm for AI model optimization.

2.7K
Archived
Python
ML Ops
Neural Architecture Search
PyTorch
#neural-architecture-search#model-optimization#machine-learning

aaron-xichen/pytorch-playground

A PyTorch repository providing pre-trained models and datasets for common computer vision tasks.

2.7K
Archived
Python
ML Ops
Databases
PyTorch
#pytorch#computer-vision#datasets

zllrunning/video-object-removal

A Python library for removing objects from videos using computer vision and PyTorch.

2.7K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#object-removal#video-inpainting#computer-vision

torch-points3d/torch-points3d

A PyTorch framework for deep learning on point clouds, with support for various point cloud-related tasks.

2.7K
Active
Python
Computer Vision
Databases
PyTorch
#point-cloud#segmentation#deep-learning

intel/BigDL

BigDL is a distributed deep learning library that allows developers to run TensorFlow, Keras and PyTorch models on Apache Spark/Flink and Ray.

2.7K
Stable
Jupyter Notebook
Distributed Deep Learning
API Frameworks
TensorFlow
#deep-learning#distributed-computing#spark

pengzhiliang/MAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

2.7K
Archived
Python
LLM Frameworks
None
React
#PyTorch#Masked Autoencoders#Scalable Vision Learners

microsoft/pai

Resource scheduling and cluster management for AI workloads on Kubernetes and other platforms.

2.7K
Archived
JavaScript
ML Ops
Realtime
Kubernetes
#ai#kubernetes#cluster-management

autodistill/autodistill

An AI-powered tool for training supervised models without manual labeling, using foundation models and multimodal learning.

2.6K
Experimental
Python
Computer Vision
Model Distillation
PyTorch
#auto-labeling#computer-vision#foundation-models

intel/neural-compressor

Optimizes large language models for low-bit precision and sparsity, improving model compression techniques.

2.6K
Active
Python
LLM Frameworks
PyTorch
#quantization#post-training-quantization#sparsity

MaximeVandegar/Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code

2.6K
Active
Python
AI Editors/Agents/Copilot
Python
#GANS#Generative Models#Diffusion-Models

VainF/DeepLabV3Plus-Pytorch

A pretrained PyTorch implementation of the DeepLabV3 and DeepLabV3+ semantic segmentation models for Pascal VOC and Cityscapes datasets.

2.6K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#semantic-segmentation#pytorch

ShawnBIT/UNet-family

A PyTorch implementation of the popular UNet neural network architecture for image segmentation tasks.

2.6K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#unet#image-segmentation#computer-vision

crowsonkb/k-diffusion

A PyTorch library for Karras et al. (2022) diffusion models, useful for AI-powered coding tools.

2.6K
Archived
Python
LLM Frameworks
AI Code Generation
PyTorch
#diffusion-models#computer-vision#ml-ops

PeterH0323/Smart_Construction

A YOLOv5-based object detection system for detecting safety helmets and restricted areas on construction sites.

2.6K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#object-detection#computer-vision#yolo

LiyuanLucasLiu/RAdam

A PyTorch optimizer that adapts the learning rate to reduce the variance of gradients, improving training performance.

2.5K
Archived
Python
ML Ops
CLI Tools
PyTorch
#optimizer#gradient-descent#machine-learning
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