Mahbubur Rahman's repositories
fastbook
The fastai book, published as Jupyter Notebooks
DeepLearning.AI-Natural-Language-Processing
My solutions to the assignments in the NLP Specialization offered by DeepLearning.AI on Coursera.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
rJokesData
A large scale Humor Dataset, containing more than 550k rated English jokes
xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding
ColBERT-Using-BERT-Sentence-Embedding-for-Humor-Detection
Novel model and dataset for the task of humor detection
ResidualMaskingNetwork
ICPR 2020: Facial Expression Recognition using Residual Masking Network
Django-Rest-Framework
Rest Framework
PlantVillage-Dataset
Dataset of diseased plant leaf images and corresponding labels
dblp-to-csv
Convert a DBLP XML file to CSV format.
Masters_Thesis
Computer Science & Engineering Master's Degree Graduation Thesis. Clustering Graphs - Applying a Label Propagation Algorithm to Detect Communities (in academia) in Graph Databases (ArangoDB). Communities were detected, a GraphQL API with NodeJS and Express and a frontend interface with React, TypeScript and CytoscapeJS were built.
NLP-humor-detection
Building and designing a language model that can successfully distinguish funny text segments from humorless ones, as a binary classification.
pghumor
Is This a Joke? Humor Detection in Spanish Tweets
PCV
Open source Python module for computer vision
nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
stanford-cme-102-ordinary-differential-equations
VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers
stanford-cme-106-probability-and-statistics
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
mit-15-003-data-science-tools
Study guides for MIT's 15.003 Data Science Tools
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning