fehiepsi Goto Github PK

arviz

Exploratory analysis of Bayesian models with Python

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

carvana-image-masking-challenge

kaggle competition: https://www.kaggle.com/c/carvana-image-masking-challenge

coursera-ml-regression

my homework's solutions to the course https://www.coursera.org/learn/ml-regression

courses

fast.ai Courses

cv

densenet

DenseNet implementation in Keras

dex-lang

Research language for array processing in the Haskell/ML family

dotfiles

examples

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

fehiepsi-blog-pelican

built using Pelican (old version)

fehiepsi.github.io

my personal site, powered by nikola

flask-appbuilder-test

contain several app examples such as: chart, upload files, optional tab,...

funsor

Functional analysis + tensors + symbolic algebra

g2p-seq2seq

G2P with Tensorflow

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ipykernel

IPython Kernel for Jupyter

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jaxns

Nested sampling in JAX

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

kaggle-kernels

collection of popular kernels in [kaggle](https://www.kaggle.com/kernels?sortBy=votes&language=Python)

kaggle-telstra

My code for Telstra Network Disruptions Kaggle competition

kdd-cup-99-spark

PySpark solution to the KDDCup99

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

manim

Animation engine for explanatory math videos - python 3

manim-data-structures

A Manim plugin that contains common data structures to create Manimations.

mimic3

research for MIMIC-III dataset

ml-tutorials

notebooks to a series of lectures on machine learning for the labs