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3dod_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

avito

Kaggle avito

basic_nlp

Some basics of NLP

basic_tensorflow

Basic implementation in TensorFlow

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cs224n-nlp-with-dl

Natural Language Processing with Deep Learning

deep-learning-for-tracking-and-detection

Collection of papers and other resources for object tracking and detection using deep learning

echo

Python package containing all custom and SOTA mathematical backend algorithms used in Machine Learning.

facedetection-dsfd

facets

Visualizations for machine learning datasets

hc

HC Kaggle

kaggle-dev-ops

kaggle_bengali_ai_speech_recognition

Bengali.AI Speech Recognition competition

laurae

Advanced High Performance Data Science Toolbox for R by Laurae

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine-learning-in-python

Basic machine learning implementations in Python

math_intel

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

self-study

ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

tiepvupsu.github.io