cj401

cj401

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Location:Cambridge, UK

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cj401's repositories

arviz

Exploratory analysis of Bayesian models with Python

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bayespy

Bayesian Python: Bayesian inference tools for Python

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bnpy

Bayesian nonparametric machine learning for Python

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competitive_programming

competitive programming

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convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

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DataSciencePython

common data analysis and machine learning tasks using python

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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Grokking-Deep-Learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

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Hands-On-Markov-Models-with-Python

Hands on Markov Models with Python, published by Packt

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hdbscan

A high performance implementation of HDBSCAN clustering.

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hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

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loss-landscape

Code for visualizing the loss landscape of neural nets

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LSTM-Neural-Network-for-Time-Series-Prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

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Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

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medpy

Medical image processing in Python

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mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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probability

Probabilistic reasoning and statistical analysis in TensorFlow

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psiTurk

An open platform for science on Amazon Mechanical Turk.

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pyclustering

pyclustring is a Python, C++ data mining library.

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pyprobml

Python code for "Machine learning: a probabilistic perspective"

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pyro

Deep universal probabilistic programming with Python and PyTorch

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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resources

PyMC3 educational resources

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siml

Machine Learning algorithms implemented from scratch

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ssm

Bayesian learning and inference for state space models

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statsmodels

Statsmodels: statistical modeling and econometrics in Python

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TCN

Sequence modeling benchmarks and temporal convolutional networks

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uis-rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

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unet

unet for image segmentation

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