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multi-class-multi-label-image-and-text-classification

Multi class, multi label Image and Text Classification

multilabelclassifier

Multi-label Classification using PyTorch on the CelebA dataset.

multilayer-neural-network-from-scratch

Multilayer Neural Network from Scratch without using PyTorch, Tensorflow, Caffe, and KERAS

ner-pytorch

LSTM+CRF NER

ner_model

Implementing a model/framework for Named Entity Recognition (NER) using Deep Learning

nlp-pytorch

NLP exercises with PyTorch.

pipeline_with_mlflow

Scikit-learn pipeline with MLflow output

predict-heart-arrhythmia

Explore Statistical Methods to Predict Heart Arrhythmia

predict_nyse

Predict NYSE next day closing price

predictions-using-k-nearest-neighbors

Jupyter Notebook demonstrating on building and a kNN model and performing predictions using the model

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

quantile-regression-tensorflow

Implementations of Quantile Regression

r-for-data-science-lunchbreak-lessons

Source files for the LinkedIn Learning Course

sharepointonline-automation

Scripts to automate sharepoint online tasks

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

splunk-gcp-functions

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

An Open Source Machine Learning Framework for Everyone

trading-bitcoin-with-reinforcement-learning

An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".

trading-rl

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

transcoder

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

vision

Datasets, Transforms and Models specific to Computer Vision

vqa

CloudCV Visual Question Answering Demo

weighted-boxes-fusion

Set of methods to ensemble boxes from object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

wheat-head-detection-using-pytorch

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

youtube

This repo will have all the data and codes I have used for my youtube channel