Tavpritesh's repositories

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

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arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

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blip

Bayesian network Learning and Inference Project

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Chordalysis

Learning the structure of graphical models from datasets with thousands of variables

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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Deep-Learning-Tricks

Enumerate diverse machine learning training tricks.

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empirical-bayes-book

Introduction to Empirical Bayes: Examples from Baseball Statistics

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kepler-mapper

KeplerMapper is a Python class for visualization of high-dimensional data and 3-D point cloud data.

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keras-blog

Blog with Keras news, tutorials, and demos.

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keras-inceptionV4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)

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keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

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manim

Animation engine for explanatory math videos

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ML_in_Biomed

Machine Learning in Healthcare and Biomedical Applications

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Multiscale-Network-Test

Testing independence between network topology and nodal attributes

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NakedTensor

Bare bone examples of machine learning in TensorFlow

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OpenTDA

Open source Python library for topological data analysis (TDA)

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OSSDC-Hacking-Book

Repository for the "OSSDC Hacking" book, to make it easier for everyone to get started with OSSDC platform and contribute to it. Here we will consolidate in a nice form the OSSDC related discussions from OSSDC Slack, GitHub, Medium, Twitter and other blogs.

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pyprobml

Python code for "Machine learning: a probabilistic perspective"

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rivet

RIVET is a tool for Topological Data Analysis, in particular the interactive visualization of two-parameter persistent homology.

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RocAlphaGo

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

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scurve

A library for drawing space-filling curves like the Hilbert Curve.

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TensorFlow-Book

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

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ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

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