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Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

Here are 15,431 public repositories matching this topic...

keras-team / keras

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Deep Learning for humans

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

Updated Jul 28, 2020
Python

scikit-learn / scikit-learn

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scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

Updated Aug 3, 2020
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ageitgey / face_recognition

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The world's simplest facial recognition api for Python and the command line

python machine-learning face-recognition face-detection

Updated Jul 18, 2020
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deepfakes / faceswap

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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 Aug 2, 2020
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donnemartin / data-science-ipython-notebooks

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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 Jul 24, 2020
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d2l-ai / d2l-zh

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《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

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

Updated Aug 2, 2020
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explosion / spaCy

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💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

python nlp data-science machine-learning natural-language-processing big-data ai deep-learning neural-network cython artificial-intelligence spacy neural-networks nlp-library

Updated Aug 3, 2020
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eriklindernoren / ML-From-Scratch

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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 Jan 29, 2020
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sebastianruder / NLP-progress

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Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

machine-learning natural-language-processing machine-translation dialogue named-entity-recognition nlp-tasks

Updated Aug 2, 2020
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ray-project / ray

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A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

python java data-science machine-learning reinforcement-learning deep-learning deployment optimization parallel distributed model-selection hyperparameter-optimization ray automl hyperparameter-search serving rllib

Updated Aug 3, 2020
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gensim

RaRe-Technologies / gensim

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Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

Updated Aug 3, 2020
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tensorflow / tensor2tensor

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Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning reinforcement-learning deep-learning machine-translation tpu

Updated Jul 25, 2020
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gunthercox / ChatterBot

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ChatterBot is a machine learning, conversational dialog engine for creating chat bots

python bot language machine-learning chatbot chatterbot conversation statement conversational-dialog-engine

Updated Jul 7, 2020
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horovod / horovod

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Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

machine-learning spark deep-learning uber mxnet tensorflow mpi keras pytorch machinelearning baidu deeplearning

Updated Aug 3, 2020
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chiphuyen / stanford-tensorflow-tutorials

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This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

python nlp machine-learning natural-language-processing tutorial deep-learning course-materials tensorflow chatbot stanford

Updated Jun 3, 2020
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aleju / imgaug

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Image augmentation for machine learning experiments.

machine-learning deep-learning images heatmap crop contrast polygon keypoints affine-transformation bounding-boxes image-augmentation augmentation segmentation-maps augment-images

Updated Jun 1, 2020
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tflearn / tflearn

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Deep learning library featuring a higher-level API for TensorFlow.

data-science machine-learning deep-learning neural-network tensorflow tflearn

Updated May 10, 2020
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rasa

RasaHQ / rasa

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💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

nlp bot machine-learning natural-language-processing bots botkit chatbot bot-framework nlu spacy mitie chatbots machine-learning-library wit rasa conversational-agents conversational-bots chatbots-framework conversational-ai conversation-driven-development

Updated Aug 3, 2020
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nltk / nltk

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NLTK Source

python nlp machine-learning natural-language-processing nltk

Updated Jul 30, 2020
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flairNLP / flair

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A very simple framework for state-of-the-art Natural Language Processing (NLP)

nlp machine-learning natural-language-processing word-embeddings pytorch named-entity-recognition sequence-labeling semantic-role-labeling

Updated Jul 30, 2020
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hindupuravinash / the-gan-zoo

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A list of all named GANs!

machine-learning generative-adversarial-network gan

Updated Jan 23, 2020
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ddbourgin / numpy-ml

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Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

Updated Jul 27, 2020
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deepmind / sonnet

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TensorFlow-based neural network library

machine-learning deep-learning tensorflow artificial-intelligence neural-networks

Updated Jul 24, 2020
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donnemartin / awesome-aws

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A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

Updated Jul 20, 2020
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MorvanZhou / tutorials

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机器学习相关教程

python machine-learning theano neural-network tensorflow multiprocessing numpy sklearn threading

Updated Jul 9, 2020
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rushter / MLAlgorithms

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Minimal and clean examples of machine learning algorithms implementations

python machine-learning deep-learning machine-learning-algorithms neural-networks

Updated May 29, 2020
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zalandoresearch / fashion-mnist

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A MNIST-like fashion product database. Benchmark 👉

benchmark machine-learning computer-vision deep-learning fashion dataset gan mnist convolutional-neural-networks zalando fashion-mnist

Updated Jul 22, 2020
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hanxiao / bert-as-service

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Mapping a variable-length sentence to a fixed-length vector using BERT model

nlp machine-learning natural-language-processing deep-neural-networks ai deep-learning tensorflow bert natural-language-understanding word-embedding sentence-encoding

Updated Jul 6, 2020
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microsoft / recommenders

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Best Practices on Recommendation Systems

microsoft python kubernetes data-science machine-learning tutorial deep-learning azure rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization

Updated Aug 3, 2020
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clips / pattern

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Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

python machine-learning natural-language-processing sentiment-analysis wordnet web-mining network-analysis

Updated Jun 14, 2020
Python

Wikipedia: Wikipedia

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