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Shubham Pachori's Projects

awesome-torch icon awesome-torch

A curated list of awesome Torch tutorials, projects and communities

aws-lambda-ffmpeg icon aws-lambda-ffmpeg

An S3-triggered Amazon Web Services Lambda function that runs your choice of FFmpeg 🎬 commands on a file 🎥 and uploads the outputs to a bucket.

awsrn icon awsrn

PyTorch code for our paper "Lightweight Image Super-Resolution with Adaptive Weighted Learning Network"

axa-insurance-telematics-kaggle icon axa-insurance-telematics-kaggle

I developed this case study only in 7 days with Pyspark (Spark 1.6.0) SQL & MLlib. I used Databricks cluster and AWS. %90 AUC is achieved (without involving Trip Matching-Repeated Trips feature) with Random Forest. Many ensembles with RF, GBT and Logistic Regression and outlier elimination could be used to improve this result. There are two versions of my code (test and full execution). Since AWS costs have exceeded my budget I sopped to train my model(s) all dataset for full dataset execution. There is also a ppt that presents my outputs in test execution. Full Data Execution code is more production ready and slightly different version. I had to use Databricks Table Caching to TRAIN and TEST data tables to obtain acceptable performance in production ready version.

b-cnn icon b-cnn

Sample code of B-CNN paper (https://arxiv.org/abs/1709.09890) written in Python3+.

babi-tasks icon babi-tasks

Task generation for testing text understanding and reasoning

babi_tools icon babi_tools

Processing scripts for the bAbI Dialog Tasks dataset

baby-a3c icon baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

baby-vqa icon baby-vqa

Some (baby) Keras deep neural networks for the Visual Question Answering task.

babyai icon babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

babynames_classifier icon babynames_classifier

pytorch implementation of LSTM + Self Attention for character level name classification

backtrader icon backtrader

Python Backtesting library for trading strategies

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