jidiazhernandez
PhD Neuroscience. Ms Bioinformatics and Computational Biology
FujitsuPozuelo de Alarcon, Madrid. Spain
Pinned Repositories
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
albert-bioinformatics-scripts
Artificial-Intelligence-Projects
Collection of Artificial Intelligence projects realised by me using Python.
Automated-Amazon-Purchases
At the start of the coronavirus many people were scrambling to gather computer parts. As a result the prices of GPU's (Graphics Processing Units) sky rocketed. This high demand lead to high prices, and people buying them up like crazy. Note that these GPU's went out of stock right away... within seconds! Could I make a bot to buy one for myself?
awesome-deep-learning-papers
The most cited deep learning papers
awesome-megadrive
A curated list of Sega Mega Drive development resources
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
HPO-translations
Internationalisation of the HPO content
opencodelists
OpenCodelists is an open platform for creating and sharing codelists of clinical terms and drugs.
jidiazhernandez's Repositories
jidiazhernandez/HPO-translations
Internationalisation of the HPO content
jidiazhernandez/Artificial-Intelligence-Projects
Collection of Artificial Intelligence projects realised by me using Python.
jidiazhernandez/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
jidiazhernandez/beto
BETO - Spanish version of the BERT model
jidiazhernandez/bluebert
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
jidiazhernandez/chipseq
ChIP-seq peak-calling, QC and differential analysis pipeline.
jidiazhernandez/CliNER
Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.
jidiazhernandez/clinicalBERT
repository for Publicly Available Clinical BERT Embeddings
jidiazhernandez/coding-interview-university
A complete computer science study plan to become a software engineer.
jidiazhernandez/emnlp2017-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging
jidiazhernandez/entity-recognition-datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
jidiazhernandez/etlalchemy
Extract, Transform, Load: Any SQL Database in 4 lines of Code.
jidiazhernandez/full-speed-python
Full Speed Python: a book for self-learners
jidiazhernandez/gene_lists
List of gene lists for genomic analyses.
jidiazhernandez/gru_ode_bayes
Pytorch implementation of GRU-ODE-Bayes
jidiazhernandez/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
jidiazhernandez/learn-python
📚 Playground and cheatsheet for learning Python
jidiazhernandez/machine_learning_examples
A collection of machine learning examples and tutorials.
jidiazhernandez/MedCATtrainer
A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.
jidiazhernandez/mimic-lstm
This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical events in the intensive care unit"
jidiazhernandez/neo4j
Graphs for Everyone
jidiazhernandez/NER_conll2002_dataset
Dataset for Spanish NER from Conll2002
jidiazhernandez/Production-Level-Deep-Learning
This repo attempts to serve as a guideline for building practical production-level deep learning systems to be deployed in real world applications.
jidiazhernandez/sbwce
Spanish Billion Word Corpus and Embeddings
jidiazhernandez/scibert
A BERT model for scientific text.
jidiazhernandez/sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
jidiazhernandez/Snomed2Vec
New approach to use Snomed-CT Concept using Word Embedding with Word2vec
jidiazhernandez/stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
jidiazhernandez/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
jidiazhernandez/TumorType-WGS
Classifying tumor types based on Whole Genome Sequencing (WGS) data