Pinned Repositories
aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
Adam-vs-SGD-Numpy
A 3-layer neural network with SGD and Adam optimizers built from scratch with numpy.
Airbnb-Kaggle-Challenge
INTERN_AHA
Marketing_ClassificationProblem
Predicting which customers to target and for which product?
pytorchTutorial
PyTorch Tutorials from my YouTube channel
tle4336's Repositories
tle4336/aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
tle4336/Airbnb-Kaggle-Challenge
tle4336/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
tle4336/basic_model_scratch
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
tle4336/CC-5-fun-and-loop
Intro to loops and functions
tle4336/INTERN_AHA
tle4336/CNN
Implementation of Convolutional Neural Networks
tle4336/dag_longest_path
Calculate the longest path in a directed acyclic graph in terms of node weights (Python)
tle4336/dask-dataframe-benchmarking
A Jupyter Notebook I made to try out dask's Dataframes
tle4336/dsc-implementing-recommender-systems-lab
tle4336/gensim
Topic Modelling for Humans
tle4336/glassdoor_webscrapping
tle4336/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
tle4336/inspect_word2vec
Python code for checking out Google's pre-trained, 3M word Word2Vec model
tle4336/iterative-stratification
scikit-learn cross validators for iterative stratification of multilabel data
tle4336/learn-regex
Learn regex the easy way
tle4336/learningPySpark
Code base for the Learning PySpark book (in preparation)
tle4336/LSTM
tle4336/Machine-learning-for-financial-market-prediction
Machine Learning for Financial Market Prediction
tle4336/machine-learning-portfolio-projects.......in-progress
tle4336/Model-Interpretability
tle4336/models
Models and examples built with TensorFlow
tle4336/multi-node2vec
This is Python source code for the multi-node2vec algorithm for fast embedding of multilayer networks
tle4336/NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
tle4336/rnn
Recurrent Neural Networks in R
tle4336/Simulator
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
tle4336/stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
tle4336/survival-analysis-lifeline-basics
An example showing how survival analysis can be used in a business context
tle4336/trump2cash
A stock trading bot powered by Trump tweets
tle4336/zalo-landmark
Zalo AI Challenge - Landmark Identification