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20-newsgroup-dataset-analysis

An NLP project that compares different approaches to document representation and classification. The techniques used include Topic-modeling, Tf-Idf, doc2vec, SVM, and CNN

acad2fds

all-my-blog-codes-and-datasets

The original dataset, data dictionary and full codes are available here.

audiodeepfakedetection

SUTD 50.039 Deep Learning Course Project (2022 Spring)

bdsfinalproject

Code Used for Fall 2019 Business Data Science Final Project, where our team developed a predictive model to see if customers would purchase a product based on their behavior.

belfusion

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

bmvc_2019

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

coffeegrindsize

Detects the individual coffee grounds in a white-background picture to determine particle size distribution

convnext

Code release for ConvNeXt model

convnext-v2

Code release for ConvNeXt V2 model

convolutional-neural-networks-for-sentence-classification

This is a Keras based implementation of the paper Convolutional Neural Networks for Sentence Classification by Yoon Kim et al.(https://arxiv.org/pdf/1408.5882.pdf)

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

d-tdnn

PyTorch implementation of Densely Connected Time Delay Neural Network

deep-fake-audio-detection

deep-learning-explained

This repository contains the lab files for Microsoft course DAT236x: Deep Learning Explained

deep-learning-with-python

Deep learning codes and projects using Python

deepfake-audio-detection-mfcc

DeepFake Audio detection using MFCC

deepfake-detection

Video and Audio DeepFake Detection

depthstillation

Demo code for paper "Learning optical flow from still images", CVPR 2021.

dip

DIP:Deep Inverse Patchmatch for High-Resolution Optical Flow(CVPR2022)

dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

dlwp

Deep Learning Weather Prediction

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

ds-quick-tips

Data Science Quick Tips Repository!

eai

Expressive Forecasting of 3D Whole-body Human Motions

earth-analytics-python-env

A conda environment to support using earth and environmental data in Python.

economicdatasocialanalysis

egu_2021_lgeo_workshops

Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfall) using Python Satellite image processing using Python programming

eurosat

EuroSAT: Land Use and Land Cover Classification with Sentinel-2