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Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

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BERT with SentencePiece for Japanese text.

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

The hands-on NLTK tutorial for NLP in Python

GNN综述阅读报告

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Udacity's Self-Driving Car Nanodegree project files and notes.

pytablewriter is a Python library to write a table in various formats: CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.

A library providing various existing GANs in PyTorch.

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

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Boxes.py - laser cutting boxes and more

FSGAN - Official PyTorch Implementation

CORTX Community Object Storage is 100% open source object storage uniquely optimized for mass capacity storage devices.

Poppy Humanoid is an open-source and 3D printed humanoid robot. Optimized for research and education purposes, its modularity allows for a wide range of applications and experimentations.

Differentiable, Hardware Accelerated, Molecular Dynamics

Python on Zynq FPGA for Convolutional Neural Networks

F# for Jupyter Notebooks

A tutorial demonstrating how to implement deep learning models for time series forecasting

Python package for Bayesian Machine Learning with scikit-learn API

The textbook Computational and Inferential Thinking: The Foundations of Data Science

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

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A university quantum algorithms/computation course supplement based on Qiskit

H2O.ai Machine Learning Interpretability Resources

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Light-weight Single Person Pose Estimator

文本情感分析

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A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

Multi Task Vision and Language

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A Python Library for Self Organizing Map (SOM)

进入编程世界的第一课

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Code and associated files for the AI Programming with Python Nanodegree Program

Pandas Cookbook, published by Packt

A simple probabilistic programming language.

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follow me and learn python easily

¡Camino a una educación autodidacta en Ciencia de Datos!

End to end detection in crowded scenes

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

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Code to compute permutation and drop-column importances in Python scikit-learn models

Notebook to download machine learning flashcards

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由淺入深的深度學習資源 Collection of deep learning materials for everyone