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Deep learning

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

Here are 40,603 public repositories matching this topic...

tensorflow / tensorflow

Open

Feature Request: GPUOptions for Go binding

41

mattn commented Oct 12, 2018

Current implementation of Go binding can not specify options.

GPUOptions struct is in internal package. And go generate doesn't work for protobuf directory. So we can't specify GPUOptions for NewSession.

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stat:contributions welcome type:feature good first issue

opencv / opencv

Open Source Computer Vision Library

opencv c-plus-plus computer-vision deep-learning image-processing

Updated Dec 16, 2021
C++

keras-team / keras

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow neural-networks

Updated Dec 16, 2021
Python

pytorch / pytorch

Open

Implement aten::equal for sparse tensors

6

davidberard98 commented Dec 10, 2021

🚀 The feature, motivation and pitch

JIT serialization & freezing uses equality checks for things like common subexpression elimination (CSE).

Since aten::equal isn't implemented for sparse tensors, sparseTensorA.equals(sparseTensorB) fails, preventing CSE during freezing.

Currently, to get around this, sparse COO tensors are not converted to constants and inlined into the graph

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module: sparse triaged

Open

[PYTORCH]: log error

2

Open

alias to generate tensor with random uniform distribution.

7

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aymericdamien / TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

python machine-learning tutorial deep-learning examples tensorflow

Updated Oct 23, 2021
Jupyter Notebook

deepfakes / faceswap

Sponsor

Deepfakes Software For All

machine-learning deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning neural-nets deepface deepfakes fakeapp deep-face-swap openfaceswap myfakeapp

Updated Dec 5, 2021
Python

Avik-Jain / 100-Days-Of-ML-Code

100 Days of ML Coding

python machine-learning tutorial deep-learning svm linear-regression scikit-learn linear-algebra machine-learning-algorithms naive-bayes-classifier logistic-regression implementation support-vector-machines 100-days-of-code-log 100daysofcode infographics siraj-raval siraj-raval-challenge

Updated Dec 11, 2021

BVLC / caffe

Caffe: a fast open framework for deep learning.

machine-learning deep-learning vision

Updated Nov 29, 2021
C++

Real-Time-Voice-Cloning

CorentinJ / Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

python deep-learning tensorflow pytorch tts voice-cloning

Updated Dec 1, 2021
Python

floodsung / Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Updated Nov 13, 2021
Python

iperov / DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning arxiv neural-nets deepface deepfakes fakeapp deep-face-swap deepfacelab creating-deepfakes

Updated Dec 9, 2021
Python

MadeWithML

GokuMohandas / MadeWithML

Learn how to responsibly deliver value with ML.

python data-science machine-learning natural-language-processing deep-learning pytorch mlops

Updated Dec 3, 2021
Jupyter Notebook

d2l-ai / d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

python machine-learning natural-language-processing computer-vision deep-learning book notebook chinese

Updated Dec 16, 2021
Python

ZuzooVn / machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine-learning deep-learning machine-learning-algorithms artificial-intelligence software-engineer inky-machine-learning

Updated Aug 20, 2021

tesseract.js

naptha / tesseract.js

Pure Javascript OCR for more than 100 Languages 📖

🎉

🖥

javascript ocr deep-learning webassembly tesseract

Updated Nov 25, 2021
JavaScript

ageron / handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

python machine-learning deep-learning neural-network tensorflow scikit-learn jupyter-notebook ml distributed

Updated Nov 8, 2021
Jupyter Notebook

terryum / awesome-deep-learning-papers

The most cited deep learning papers

machine-learning deep-neural-networks deep-learning

Updated Aug 27, 2020
TeX

openpose

CMU-Perceptual-Computing-Lab / openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

opencv machine-learning real-time caffe computer-vision deep-learning cpp face keypoints human-pose-estimation pose-estimation human-behavior-understanding cvpr-2017 pose openpose human-pose keypoint-detection multi-person hand-estimation foot-estimation

Updated Dec 14, 2021
C++

yunjey / pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

deep-learning pytorch neural-networks pytorch-tutorial

Updated Oct 16, 2021
Python

donnemartin / data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce

Updated Nov 4, 2021
Python

explosion / spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

Updated Dec 16, 2021
Python

fastai

fastai / fastai

The fastai deep learning library

python machine-learning deep-learning gpu pytorch colab notebooks fastai

Updated Dec 7, 2021
Jupyter Notebook

eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

Updated Jun 28, 2021
Python

yolov5

ultralytics / yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ios machine-learning deep-learning ml pytorch yolo object-detection coreml onnx tflite yolov3 yolov4 yolov5

Updated Dec 16, 2021
Python

mozilla / DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

machine-learning embedded deep-learning offline tensorflow speech-recognition neural-networks speech-to-text deepspeech on-device

Updated Dec 3, 2021
C++

ray-project / ray

Open

[Serve] Calling serve.start(detached=True) with different options should error

2

simon-mo commented Oct 29, 2021

When users starts Serve cluster with a set of options (http options, checkpoint path) and then connects to it with a different set of options, we should either update it, or error out.

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good first issue P2 serve

Open

[Serve] Warn if deployments have gcs uris and is checkpointed to external kv.

1

Open

[RLlib] Deprecate Internally Maintained Probability Distributions In Favor Of Native TFP And torch.distributions Solutions

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spleeter

deezer / spleeter

Deezer source separation library including pretrained models.

python deep-learning tensorflow model drums deezer pretrained-models bass audio-processing vocals

Updated Dec 8, 2021
Python

AlexeyAB / darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-neural-networks computer-vision deep-learning neural-network dnn yolo object-detection deep-learning-tutorial yolov3 yolov4 scaledyolov4 scaled-yolov4

Updated Dec 15, 2021
C

ChristosChristofidis / awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

machine-learning awesome deep-learning neural-network recurrent-networks synthetic-images awesome-list deep-learning-tutorial deep-networks face-images

Updated Nov 7, 2021

applied-ml

eugeneyan / applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

search data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning production data-engineering data-discovery recsys data-quality applied-data-science applied-machine-learning

Updated Dec 7, 2021

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