5921 Open source projects that are alternatives of or similar to Selfteaching Book _python

The art of using t-SNE for single-cell transcriptomics

Python-based spatial data analysis and visualization of the GPS location data from my 2014 summer travels.

A collection of code examples as well as presentations for training purposes

Caffe implementation of Mobilenet-SSD face detector (NCS compatible)

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

Templates for jupyter notebooks

Deliverable: This Jupyter notebook will help aspiring data scientists learn and practice the necessary python code needed for many data science projects.

Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops

Koç University deep learning framework.

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

Generating Captions for images using Deep Learning

Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

Gamified tutorial for the QISKit quantum SDK

BERT + Image Captioning

Course materials for: Introduction to Data Science and Programming

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Distributed deep learning on Hadoop and Spark clusters.

100+ python programming exercise problem discussed ,explained and solved in different ways

Building classifiers using cancer transcriptomes across 33 different cancer-types

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器

Local Light Field Synthesis (Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng ICCV 2017)

scaffold of Apache Airflow executing Docker containers

This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airflow.

Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ

Videos of deep learning optimizers moving on 3D problem-landscapes

自然语言处理NLP在中文文本上的一些应用，如文本分类、情感分析、命名实体识别等

This is the code for "Simple Blockchain in 5 Minutes" By Siraj Raval on Youtube

Code release for Hu et al. Segmentation from Natural Language Expressions. in ECCV, 2016

Introduction to manifold learning - mathematical theory and applied python examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

Breast Cancer Classification using CNN and transfer learning

Notebooks de análises e projetos de Data Science em Python

GANs in slanted land

A lightweight book theme built off of the pydata sphinx theme

Old source for jakevdp.github.io. New source at http://github.com/jakevdp/jakevdp.github.io-source

Place for resources used during the Mordor Detection hackathon event featuring APT29 ATT&CK evals datasets

Material that I use for a variety of classes and tutorials

Seaborn 学习笔记

Book sample (AI Machine-learning Deep-learning)

📓 A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc

Discovering Interpretable GAN Controls [NeurIPS 2020]

Computer Science SCHOOL resources

A community run, 5-day PyTorch Deep Learning Bootcamp

Kaggle Quora Questions Pairs Competition

“Hands-On Machine Learning with Scikit-Learn and TensorFlow” Excerpt From: Aurélien Géron. “Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems.” iBooks.

Microscopy Image Cytometry Toolkit

机器学习实战

Convolutional Gaussian processes based on GPflow.

An LSTM Autoencoder for rare event classification

Repository for reading Pascal VOC data in Python, rather than requiring MATLAB to read the XML files.

Atom notebook

Automagically remove trends from time-series data

Gemfield homework or libgemfield.so