Pinned Repositories
capgemini-NLP-project
Consulting mission with Capgemini using NLP methods for topic extraction.
energy-time-series-ENS
Predict household electricity consumption based on time data.
PV-panels-detection-satellite
Detecting Solar Panels in satellite imagery and building a simple Flask front-end for model testing.
StreetGender
Python module to classify and plot (French) streets by gender.
tdemareuil.github.io
My personal website.
totalsat
Python package to easily download and preprocess Sentinel-2 and Landsat 5-7-8 images directly in a Jupyter notebook. Also includes additional satellite-related tools such as image labelling, image splitting, map data plotting, reverse geocoding, etc. Built on top of GDAL, Google Earth Engine and the coastsat library.
tdemareuil's Repositories
tdemareuil/totalsat
Python package to easily download and preprocess Sentinel-2 and Landsat 5-7-8 images directly in a Jupyter notebook. Also includes additional satellite-related tools such as image labelling, image splitting, map data plotting, reverse geocoding, etc. Built on top of GDAL, Google Earth Engine and the coastsat library.
tdemareuil/PV-panels-detection-satellite
Detecting Solar Panels in satellite imagery and building a simple Flask front-end for model testing.
tdemareuil/tdemareuil.github.io
My personal website.
tdemareuil/capgemini-NLP-project
Consulting mission with Capgemini using NLP methods for topic extraction.
tdemareuil/energy-time-series-ENS
Predict household electricity consumption based on time data.
tdemareuil/StreetGender
Python module to classify and plot (French) streets by gender.
tdemareuil/ALS-algorithm-adaptation-spark
Implement the Alternating Least Square (ALS) Matrix Factorization algorithm (used for recommender systems) with Spark.
tdemareuil/compviz-consulting-hackathon
Object detection, segmentation and analysis of CCTV images of construction sites, supervised by Eleven Consulting.
tdemareuil/corruption-index-analysis
Analyzing how Corruption correlates with other indicators (Sustainability, Economy, Human Development) over +100 countries - project with HEC MSc Sustainability students.
tdemareuil/data-compliance-perception
Analysis of how customers perceive Data Policies using regression & NLP with Python.
tdemareuil/french-emoji-prediction
Reproducing HuggingFace's Deepmoji model with French language, using +4.5m French tweets and transformers (CamemBERT).
tdemareuil/hackathon_RL_XHEC_2020
Reinforcement Learning Hackathon, X-HEC MSc Data Science, Dec. 2020.
tdemareuil/image-classification-CNN
Classification of the CIFAR-10 dataset using convolutional neural networks.
tdemareuil/meteo-dataviz-python
Analyzing and animating meteorological variables along the French coast, over the past 6 years.
tdemareuil/neural-style-transfer-flask
Simple flask app to perform Neural style transfer.
tdemareuil/passenger-load-prediction-python
Based on public data for the 2011-2013 period, predict airplane passenger load in the US using machine learning in Python.
tdemareuil/pygrammalecte-improved
Improved Python wrapper for Grammalecte, the French grammar checker.
tdemareuil/real-estate-prices-prediction-R
Predict real estate sale prices using regression techniques in R.
tdemareuil/science-fiction-dataviz-python
Statistical analysis and graph visualisation of the Science Fiction Books dataset.
tdemareuil/sentiment-analysis-RNN
Sentiment analysis using several RNNs (Python) to classify movie reviews from the Rotten Tomatoes website.
tdemareuil/statistics-EDA-with-R
Mathematics and exploratory data analysis with R.
tdemareuil/teaching-neural-networks
Neural Networks and Deep Learning explained in simple words and with visual examples.
tdemareuil/translate_sql
Translate SQL queries from Hive ↔︎ Presto ↔︎ Vertica.