numba

There are 8 repositories under numba topic.

numba
numba / numba
NumPy aware dynamic Python compiler using LLVM
compiler cuda llvm numba numpy parallel python
Language:Python 9991
TDAmeritrade / stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
data-science time-series-analysis dask numba python anomaly-detection pattern-matching pydata matrix-profile motif-discovery time-series-segmentation time-series-data-mining
Language:Python 3668
FinancePy
domokane / FinancePy
A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
asset-allocation bonds credit currency derivatives derivatives-pricing finance fixed-income investment numba pricing python risk risk-management students valuation
Language:Jupyter Notebook 2149
scikit-hep / awkward
Manipulate JSON-like data with NumPy-like idioms.
apache-arrow cern-root columnar-format data-analysis jagged-array json numba numpy pandas python ragged-array rdataframe scikit-hep
Language:Python 847
xarray-spatial
makepath / xarray-spatial
Raster-based Spatial Analytics for Python
datashader numba python raster-analysis spatial-analysis xarray
Language:Python 844
rochacbruno / rust-python-example
Example of using Rust to Extend Python
rust python cpython cython ffi cffi cargo redhat rust-cpython rust-packages comparison numba llvm c
Language:Python 789
gboeing / pynamical
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
animation bifurcation-diagram chaos cobweb-plot fractal fractals ipynb logistic math matplotlib modeling nonlinear numba numpy pandas phase-diagram physics python systems visualization
Language:Python 627
SciML / diffeqpy
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
dae dde delay-differential-equations differential-algebraic-equations differential-equations differentialequations numba ode ordinary-differential-equations scientific-machine-learning sciml sde sdes stochastic-differential-equations
Language:Python 542
ranx
AmenRa / ranx
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
comparison data-fusion evaluation evaluation-metrics information-retrieval information-retrieval-evaluation information-retrieval-metrics metasearch numba python rank-fusion ranking-metrics recommender-systems score-fusion
Language:Python 478
salesforce / warp-drive
Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
reinforcement-learning gpu cuda multiagent-reinforcement-learning deep-learning high-throughput pytorch numba
Language:Python 465
raphaelvallat / yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
sleep sleep-analysis sleep-spindles signal-processing eeg-analysis stft deep-sleep peak-detection numba spectral-analysis eeg-signals sleep-staging sleep-stage-scoring sleep-scoring artefact-rejection
Language:Python 426
sdiehl / numpile
A tiny 1000 line LLVM-based numeric specializer for scientific Python code.
compiler ipython-notebook jit llvm-tutorial numba python specializer tutorial
Language:Jupyter Notebook 405
raphaelvallat / antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
algorithm complexity eeg entropy feature-extraction fractal-dimension machine-learning neuroscience numba python signal signal-processing
Language:Python 301
akittas / presentations
Collection of presentations for advanced Python topics
python presentations presentation-materials presentation-slides metaclasses functional metaprogramming descriptors cython numba django-channels django-rest-framework django rest websockets
Language:Jupyter Notebook 276
numba / numba-scipy
numba_scipy extends Numba to make it aware of SciPy
compiler llvm numba numpy scipy
Language:Python 258
gbolmier / funk-svd
:zap: A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize
numba recommendation-algorithm
Language:Python 214
numbagg
numbagg / numbagg
Fast N-dimensional aggregation functions with Numba
python numba numpy
Language:Python 206
CyberRadio
luigifcruz / CyberRadio
📻 An SDR Based FM/AM Radio For Desktop. Accelerated with #cuSignal and Numba.
cusignal numba python qt5 radio-core
Language:Python 196
ml31415 / numpy-groupies
Optimised tools for group-indexing operations: aggregated sum and more
numpy python groupby numba
Language:Python 196
mit-acl / mppi_numba
A GPU implementation of Model Predictive Path Integral (MPPI) control that uses a probabilistic traversability model for planning risk-aware trajectories.
gpu motion-planning mppi numba python robotics sampling-based-planning traversability
Language:Jupyter Notebook 189
retriv
AmenRa / retriv
A Python Search Engine for Humans 🥸
bm25 information-retrieval numba search search-engine search-engine-optimization dense-retrieval semantic-search hybrid-retrieval sparse-retrieval tf-idf
Language:Python 185
iLQR
Bharath2 / iLQR
iterative Linear Quadratic Regulator with constraints.
control control-systems ddp differential-dynamic-programming dynamics ilqg ilqr model-predictive-controller mpc mpc-control nonlinear-optimization numba optimal-control pendulum quadrotor robotics sympy sympy-to-numba trajectory-optimization vehicle-control
Language:Python 183
ogrisel / pygbm
Experimental Gradient Boosting Machines in Python with numba.
numba python
Language:Python 183
pycrown
manaakiwhenua / pycrown
PyCrown - Fast raster-based individual tree segmentation for LiDAR data
crowns lidar numba python segmentation tree trees
Language:Python 175
saezlab / decoupler-py
Python package to perform enrichment analysis from omics data.
bioinformatics data-science enrichment enrichment-analysis numba python single-cell spatial-transcriptomics transcriptomics
Language:Python 167
wukan1986 / ta_cn
**版技术指标
bottleneck kdj macd talib numba alpha101 alpha191 pandas
Language:Python 152
python-graphblas
python-graphblas / python-graphblas
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
complex-networks graph-algorithms graph-analysis graph-datastructures graph-theory graphblas linear-algebra numba pydata python python-wrapper sparse sparse-data sparse-matrix suitesparse
Language:Jupyter Notebook 126
transonic
fluiddyn / transonic
:rocket: Make your Python code fly at transonic speeds!
aot cython extensions jit numba numpy pythran
Language:Python 120
jni / skan
Python module to analyse skeleton (thin object) images
numba numpy python scipy
Language:Python 118
edsonportosilva / OptiCommPy
Simulate optical communications systems with Python.
digital-signal-processing jupyter-notebook numba optical-communications photonics python
Language:Python 115
rougier / scipy-crash-course
Material for a 24 hours course on Scientific Python
course cython matplotlib numba numpy python scipy
102
benchmark-urbanism / cityseer-api
Computational tools for urban analysis
architecture centrality geographical-information-system landuse morphometrics network-analysis network-centralities network-topology networks networkx numba numpy openstreetmap osmnx python3 shapely spatial-analysis spatial-data spatial-data-analysis urban-planning
Language:Python 96
Nicholaswogan / numbalsoda
Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.
numba ode-solver odepack python
Language:Jupyter Notebook 92
triangler
tdh8316 / triangler
:triangular_ruler: Convert images to Low-Poly art using Delaunay triangulation.
delaunay-triangulation numba numpy delaunay triangulation image-processing python
Language:Python 89
LukeRoantree4815162342 / QUB_DW_HighPerformancePython
Code and more for the QUB Development Weeks event 'High Performance Python'
cython high-performance high-performance-computing numba python tutorial
Language:Jupyter Notebook 78
rragundez / chunkdot
Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.
cosine-similarity embeddings numba vectorization
Language:Python 75