NVIDIA RAPIDS
by NVIDIA Corporation
4.4
Rachel Foster
Software Expert
Starting Price
Free
Free Trial
✗ No
Free Plan
✓ Available
Platforms
Desktop
What is NVIDIA RAPIDS?
NVIDIA RAPIDS is an open-source suite of GPU-accelerated libraries for data science and ML. It provides pandas-like (cuDF) and scikit-learn-like (cuML) APIs that run on GPUs, delivering 10-100x speedups.
Key Features
cuDF (GPU DataFrames)
cuML (GPU Machine Learning)
cuGraph (GPU Graph Analytics)
cuSpatial (geospatial)
Pandas API compatibility
Pros & Cons
Pros
- Massive speedups for data processing
- Familiar pandas/sklearn APIs
- Free and open source
- Scales to multi-GPU
Cons
- Requires NVIDIA GPU
- Not all pandas features supported
Ratings
4.4
Overall
Reviewed by Rachel Foster
Software Expert
Ease of Use
3.8
Customer Service
4.0
Best For
Data scientists with NVIDIA GPUs who want dramatic speedups in data processing and ML training with familiar Python APIs.
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Product Details
- Vendor
- NVIDIA Corporation
- Founded
- 2018
- Headquarters
- Santa Clara, California, USA
- Starting Price
- Free
- Pricing Model
- free
- Free Trial
- ✗ No
- Free Plan
- ✓ Yes
Supported Platforms
desktop