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AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression scikit-learn 自然语言处理深度学习 Python dnn lstm rnn

Python

40600

11541

5 个月前

Jack-Cherish / Machine-Learning

⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

adaboost logistic svm smo knn 机器学习 Python navie-bayes-algorithm decision-tree regression

Python

9535

5094

9 个月前

pycaret / pycaret

An open-source, low-code machine learning library in Python

数据科学 citizen-data-scientists Python 机器学习 pycaret gpu time-series regression classification anomaly-detection clustering

Jupyter Notebook

9280

1805

1 个月前

MorvanZhou / PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

神经网络 Python pytorch-tutorial cnn rnn autoencoder PyTorch regression classification batch 教程 dropout dqn reinforcement-learning Generative Adversarial Network 机器学习 pytorch-tutorials

Jupyter Notebook

8281

3114

2 年前

nfmcclure / tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

Tensorflow tensorflow-cookbook linear-regression 神经网络 rnn cnn svm 自然语言处理机器学习 tensorboard classification regression genetic-algorithm

Jupyter Notebook

6252

2408

1 年前

postgresml / postgresml

Postgres with GPUs for ML/AI apps.

机器学习人工智能 ann classification embeddings knn 大语言模型 PostgreSQL rag regression SQL vector-database approximate-nearest-neighbor-search clustering forecasting

Rust

6240

315

3 天前

haifengl / smile

Statistical Machine Intelligence & Learning Engine

机器学习 regression clustering manifold-learning 自然语言处理 visualization classification nearest-neighbor-search interpolation wavelet linear-algebra 深度学习统计 dataframe 数据科学 genetic-algorithm 大语言模型机器视觉

Java

6161

1138

1 个月前

timeseriesAI / tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

time-series-classification 深度学习 fastai PyTorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting Rocket 机器学习 Python

Jupyter Notebook

5569

681

2 个月前

mlpack / mlpack

mlpack: a fast, header-only C++ machine learning library

机器学习 C++深度学习 nearest-neighbor-search regression Hacktoberfest scientific-computing

C++

5322

1658

4 天前

biolab / orange3

🍊 📊 💡 Orange: Interactive data analysis

data-mining 数据科学机器学习数据可视化 orange Python scikit-learn NumPy SciPy pandas decision-trees clustering visualization random-forest plotting classification regression visual-programming

Python

5121

1050

14 天前

BinRoot / TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Tensorflow 机器学习 regression convolutional-neural-networks logistic-regression book reinforcement-learning autoencoder linear-regression classification clustering

Jupyter Notebook

4452

1202

2 年前

MorvanZhou / Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Tensorflow Generative Adversarial Network rnn cnn classification regression autoencoder deep-q-network dqn 机器学习教程 dropout 神经网络

Python

4343

1870

4 年前

microsoft / FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

automl hyperparam automated-machine-learning 机器学习数据科学 Python Jupyter Notebook hyperparameter-optimization random-forest scikit-learn 深度学习自然语言处理 natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data

Jupyter Notebook

4105

534

10 天前

alibaba / Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

机器学习 flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering 统计 kafka data-mining apriori word2vec fm graph-embedding

Java

3602

800

10 个月前

mathnet / mathnet-numerics

Math.NET Numerics

数学 numerics linear-algebra F#Matrix random mathnet C#interpolation regression 统计 integration fft differentiation

3588

908

2 个月前

simple-statistics / simple-statistics

simple statistics for node & browser javascript

统计 JavaScript regression 数学

JavaScript

3429

228

18 天前

Visualize-ML / Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

机器学习 multivariate-statistics pca regression 统计

Jupyter Notebook

3238

678

2 个月前

tirthajyoti / Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Jupyter Notebook

3197

1820

2 年前

shankarpandala / lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

机器学习 automl regression classification

Python

3128

356

13 天前

markrogoyski / math-php

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

数学 linear-algebra 统计 Matrix probability distributions regression numerical-analysis information-theory number-theory vector finance algebra PHP php-library

PHP

2364

242

3 个月前