andrgig
Accomplished, enthusiastic, analytical and results-driven professional in AI, Data Science, Information Retrieval, Machine Learning, Financial Engineering.
Italy
Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
aifin
Resources for the AI in Finance Workshop at Texas State University (October 2023).
andrgig.github.io
animint
animated and interactive web graphics
ann-benchmark
Benchmarks of artificial neural network library for Spark MLlib
AppliedTimeSeriesForecastingInPython
Repository with data, starter notebooks, and solution notebooks for my course Applied Time Series Forecasting in Python
Data-Science-for-Management
Data Science for Management course
Final_Tutorials
Here, Research Computing will put presentations in final form for distribution to attendees in our tutorials.
FSA
Code used in "Fast feature selection for Learning to Rank" (2016) by A. Gigli, C. Lucchese, R. Perego, F. Nardini http://dl.acm.org/citation.cfm?id=2970433.
tf2-workshop
Workshop on TensorFlow 2 @ BCG Gamma
andrgig's Repositories
andrgig/120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
andrgig/genetic-algorithm
Genetic algorithm tutorial for Python
andrgig/CWLP
In this work we are requested to implement a project in order to solve a Capacitated Warehouse Location Problem. A company plans to open n warehouses to satisfy the demands of m customers. Our objective is to minimize our costs of opening new warehouses’ fixed costs and transporting goods from warehouses to the customers with subject to limits of our warehouses and demands of our customers.
andrgig/Credit-Risk-Modeling-using-Machine-Learning
A study and comparison of Risk Modeling algorithms (Capstone Project)
andrgig/Wind-Energy-Prediction-using-LSTM
Time Series Analysis using LSTM for Wind Energy Prediction.
andrgig/pydata2018-tagging
andrgig/Deep-Learning
andrgig/deep-ttf
Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
andrgig/wtte-rnn
WTTE-RNN a framework for churn and time to event prediction
andrgig/Learn-Pandas
Tutorials on how to use pandas effectively to do data analysis
andrgig/data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
andrgig/reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
andrgig/RSmps
andrgig/Data-Science-for-Management
Data Science for Management course
andrgig/char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
andrgig/machine_learning_examples
A collection of machine learning examples and tutorials.
andrgig/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
andrgig/jupyter
Jupyter metapackage for installation, docs and chat
andrgig/Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
andrgig/WhileMyMCMCGentlySamples
my blog
andrgig/td-gammon
Implementation of TD-Gammon in TensorFlow.
andrgig/keras-wtte-rnn
Demo Weibull Time-to-event Recurrent Neural Network in Keras
andrgig/deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
andrgig/simple_dqn
Simple deep Q-learning agent.
andrgig/neuraltalk
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
andrgig/equity
Equity model
andrgig/implicit
Fast Python Collaborative Filtering for Implicit Datasets
andrgig/ipython-notebooks
A collection of IPython notebooks covering various topics.
andrgig/MyProject
andrgig/ds30_6
Data Science in 30 minutes with Jess from Quantopian