thgngu's repositories

awesome_time_series_in_python

This curated list contains python packages for time series analysis

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Deep-Compression-PyTorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

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deep-ocr

A complete project that explains how to train a digits classifier model in Keras and use it to recognize digits drawn with the mouse using OpenCV

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deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

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dtw

DTW (Dynamic Time Warping) python module

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Facebook-Friend-Recommendation-using-Graph-Mining

In this challenge we have given a directed social graph, and we have to predict missing links to recommend users (Link Prediction in graph)

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FCBF

Houses implementation of the Fast Correlation-Based Filter (FCBF) feature selection method.

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harold

An open-source systems and controls toolbox for Python3

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Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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matplotlib-cpp

Extremely simple yet powerful header-only C++ plotting library built on the popular matplotlib

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MonthOfJulia

Some code examples gathered during my Month of Julia.

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openlane-example

Documentation for the 5 day workshop: Advanced Physical Design using OpenLane/Sky130

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practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

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PyBERT

Serial communication link bit error rate tester simulator, written in Python.

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pymp

Easy, OpenMP style multiprocessing for Python on Unix.

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PythonCExtensions

Comparing the performance of Python, NumPy and C extensions

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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PythonRobotics

Python sample codes for robotics algorithms.

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pytorch-cheatsheet

Pytorch Cheatsheet

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pytorch-cifar

95.16% on CIFAR10 with PyTorch

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pytorch_notebooks

tutorial notebooks

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RoBO

RoBO: a Robust Bayesian Optimization framework

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torchcv

TorchCV: a PyTorch vision library mimics ChainerCV

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Unix-Linux

Unix/Linux (Tutorial / example / code / demo / documents ... )

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