Dibyendu Mandal's repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
Awesome-LLM-for-RecSys
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
CPython-Internals
Dive into CPython internals, trying to illustrate every detail of CPython implementation
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dython
A set of data tools in Python
Facial-Similarity-with-Siamese-Networks-in-Pytorch
Implementing Siamese networks with a contrastive loss for similarity learning
fastText
Library for fast text representation and classification.
flask-framework
Basic template for using Flask on Heroku
gson
A Java serialization/deserialization library to convert Java Objects into JSON and back
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
IntTower
Source code of IntTower-“ IntTower: the Next Generation of Two-Tower Model for Pre-ranking System”
ISL-python
Porting the R code in ISL to python. Labs and exercises
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
LLM-Sequential-Recommendation
All code necessary for reproducing "Leveraging Large Language Models for Sequential Recommendation"
LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
LRURec
PyTorch Impelementation of Linear Recurrent Units for Sequential Recommendation
nptyping
💡 Type hints for Numpy and Pandas
OM
Ontology of units of Measure
Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
SASRec
SASRec: Self-Attentive Sequential Recommendation
scibert
A BERT model for scientific text.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
ThinkDataStructures
LaTeX source and supporting code for Think Data Structures: Algorithms and Information Retrieval in Java
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
udlbook
Understanding Deep Learning - Simon J.D. Prince
zshot
Zero and Few shot named entity & relationships recognition