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followers: 5.0 following: 3.0 repos: 119.0 gists: 0.0

Name: KZhou

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KZhou's Projects

faster_rcnn

Faster R-CNN

fauxtograph

Tools for using a variational auto-encoder for latent image encoding and generation.

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

fuel

A data pipeline framework for machine learning

gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

how_to_convert_text_to_images

This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube

image_classification_with_5_methods

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

insightface

Face Recognition Project on MXNet

irgan

IRGAN SIGIR paper experimental code

jda

C++ implementation of Joint Cascade Face Detection and Alignment.

jointcascade_py

Joint Cascade Face Detection and Alignment

kissyzhou.github.io

https://KissyZhou.github.io

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

langchain

⚡ Building applications with LLMs through composability ⚡

lectures

Oxford Deep NLP 2017 course

libfacedetection

A binary library for face detection in images. You can use it free of charge with any purpose.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

llama_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

machinelearning

Basic Machine Learning and Deep Learning

mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

ml-videos

A collection of video resources for machine learning

models

Models built with TensorFlow

morphing_faces

Repository for the Morphing Faces demo

mtcnn_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mxnet

efficient, flexible, distributed deep learning framework

neon

Fast, scalable, easy-to-use Python based Deep Learning Framework by Nervana™

neural-network-animation

Watch a neural network think. Written in Python.

neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 1.1.0

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

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