mehrdad93 Goto Github PK

ada

Self-driving laboratory for accelerated discovery of thin-film materials - data repository

baybe

A Bayesian Back End for Design of Experiments

business-ml

Analyzing the entrepreneurs online behaviour

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dgemo

[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations

force-field-dihedral-coefficients-fitting

Finding unknown FF parameters using linear regression with cosine basis functions

image-captioning

Image Captioning from scratch

image-captioning-with-rnn-based-attention

Image caption generation using GRU-based attention mechanism

machine-reading

The project is intended to Parse TEI-XML formatted book files, extracted information of interest out of it (e.g. Named Entities, Time tags, etc.), and transform all the books into three disjoint sets of train/test/dev, ready to be fed to any NER model working with CoNLL 2003 format.

mehrdad93.github.io

Use this template if you need a quick developer/data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

mehrdad93.github.io-test1

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ml-related-text-books

ml_prep

Machine Learning interview prep guide

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

sentiment-analysis-using-lstm

Classifying the sentiment of sentences from the Rotten Tomatoes dataset

sentiment-classification-nb-xlnet

Comparing a baseline and a SOTA NLP model (XLNet) for the sentiment classification problem

sessile.drop.analysis

Python script to analyse sessile drops by measuring contact angle, drop volume and contact line speed

test_db

A sample MySQL database with an integrated test suite, used to test your applications and database servers

trajectory-path-prediction

Predicting trajectory paths of novel compounds employing RNN-based models (computational chemistry simulation-based problem)

try-django-19

Try Django 1.9 is an introduction to Django version 1.9 by creating a simple, yet robust, Django blog. This series covers a variety of Django basics as well as Django 1.9 specific material. Created by Team CFE @ http://joincfe.com.

us_airports_delay

word2vec-tsne

workshop