MimiCheng

card-segmentation

The repository contains a U-Net model for semantic segmentation of the documents using pytorch lightning.

GDL_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

ift6758-data-science

java-data-structure

My journey of having fun with Java data structure

kaggle-protein-image-classification

This is the solution for Kaggle human protein classification competition.

LDA-topic-modeling-gensim

Predict shop categories by Topic modeling with latent Dirichlet allocation and gensim

NYC_taxi_duration

Build a model that predicts the total ride duration of taxi trips in New York City.

speech_emotion_classification

A LSTM model classifying the emotion of speaker while speaking.

Statistics-with-Python-Specialization

unet_segmentation

Train Unet-segmentation on LUNA16 dataset

MimiCheng/unet_segmentation

Train Unet-segmentation on LUNA16 dataset

MimiCheng/kaggle-protein-image-classification

This is the solution for Kaggle human protein classification competition.

MimiCheng/card-segmentation

The repository contains a U-Net model for semantic segmentation of the documents using pytorch lightning.

MimiCheng/LDA-topic-modeling-gensim

Predict shop categories by Topic modeling with latent Dirichlet allocation and gensim

MimiCheng/Statistics-with-Python-Specialization

MimiCheng/GDL_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

MimiCheng/ift6758-data-science

MimiCheng/NYC_taxi_duration

Build a model that predicts the total ride duration of taxi trips in New York City.

MimiCheng/speech_emotion_classification

A LSTM model classifying the emotion of speaker while speaking.

MimiCheng/java-data-structure

My journey of having fun with Java data structure

MimiCheng/alignment-handbook

Robust recipes for to align language models with human and AI preferences

MimiCheng/Autopilot

MimiCheng/byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

MimiCheng/CheXNet-Keras

This project is a tool to build CheXNet-like models, written in Keras.

MimiCheng/data_structures_and_algorithms

Code snippets and exercises from Data Structures and Algorithms in Python by M. Goodrich

MimiCheng/docker_face_detect

MimiCheng/generate-my-face

MimiCheng/kaggle-social-media-prediction

This repository contains the solution for social media prediction based on user profiles and user interactions.

MimiCheng/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

MimiCheng/midv-500-models

Model for document segmentation trained on the midv-500-models dataset.

MimiCheng/mimicheng.github.io

My portfolio

MimiCheng/Music-Recommender-with-RNN

Deep learning music recommendation with Keras

MimiCheng/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 ;)

MimiCheng/Quantitative-Big-Imaging-2018

The material for the Quantitative Big Imaging course at ETHZ for the Spring Semester 2018

MimiCheng/reading-papers

papers I like (upload for future references)

MimiCheng/recommendation-algorithms

Source code for Twitter's Recommendation Algorithm