Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
Repository Index
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Easy pipelines for pandas DataFrames.
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, ...
- benchmarks
- low-latency
- streaming
IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)
bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.
- huggingface
- bert
- chemical-modelling
- chemical-smiles-data
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
- clinicalbert
- hospital-readmission
- prediction
Solve captcha without manually labeling a training set
- keras
- gan
- neural-network
- generative-adversarial-network
Deep Reinforcement Learning for de-novo Drug Design
- deeplearning
- reinforcement-learning
- cheminformatics
- molecular-modeling
Wrapper for RDKit's RunReactants to improve stereochemistry handling
openvino version of openai/whisper
- whisper
- asr
- openvino
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
- probabilistic-programming
- neural-network
- tensorflow
- keras-tensorflow
A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design
- protein
- protein-sequences
- protein-design
- representation-learning
The repository host gives no description.
General Modeling Network Specification
- network
- specification
- highway-network
- road-network
Integrated pipeline for multiplexed image analysis
- multiplexed-imaging
- python
AuShadha (औषध): Means medicine in Sanskrit. This is a Electronic Medical Records (EMR) and Public Health Management for small clinics written in Django and Dojo
SplineDist: Automated Cell Segmentation with Spline Curves
Cell and line magic for PGF/TikZ-to-SVG rendering in Jupyter notebooks
Classification and Gradient-based Localization of Chest Radiographs using PyTorch.
- fine-tuning
- vgg16
- resnet18
- densenet121
Open Matrix (OMX)
- omx
- matrix-data
- open-data
- travel-modeling
The repository host gives no description.
A GTFS-based data transit network data standard suitable for dynamic transit modeling.
A coding exercise: let's convert dirty machine learning code into clean code using a Pipeline - which is the Pipe and Filter Design Pattern applied to Machine Learning.