#SciPy
Blijkbaar toch efficiënt genoeg om SciPy, pandas en scikit-learn devs te overtuigen.
November 6, 2026 at 12:19 PM
JAX. Torch. SciPy Sparse. Different capabilities, different APIs, different maturity levels.
Mateusz Sokół compared them at EuroPython and explained where Finch's Array API compatibility fits in.
Full talk: buff.ly/Z0o0T5k
#Python #ArrayAPI #EuroPython
November 7, 2026 at 1:03 PM
I'm stealing some more 2-D toolkit items from scipy/R as optional Pack nodes for Solenoid 1.6.

I had Gaussian Smooth for one-dimensional lists already, but am adding 2D Gauss filter. Here's that over a RANDARRAY:
November 5, 2026 at 6:45 PM
Adding the same constant to every value can’t change a rank test. Ranks don’t move.

In SciPy 1.17+, mannwhitneyu(method="exact") on a tiny 4-vs-4 example gives p = 1/35 ≈ 0.029. Add 2^53 to everything: p = 2/35 ≈ 0.057.

Same data, other side of 0.05.
November 9, 2026 at 3:48 AM
I went to SciPy in 2018 and got to meet a quantum engineer from rigetti at the time. I asked this question of her. “Space is cold. Why can’t we cool things down in space?” (Paraphrased). She explained basically this to me. Was an awesome convo.
November 7, 2026 at 6:05 AM
Will this hit your lab data? Almost certainly not. It’s a synthetic edge case, and I say so in the write-up.

But “it ran without error” and “it’s right” are different claims. Reported as scipy#26658 (open).

www.licklider.ai/engineering/...
Large integers can change SciPy’s Mann–Whitney U decision — Licklider
Eight distinct integers become artificial ties inside SciPy, changing an exact p-value from 1/35 to 2/35 without changing the original ordering.
www.licklider.ai
November 9, 2026 at 3:51 AM
Ik ben twee jaar geleden overgeschakeld op @julialang.org . Rijk eco systeem voor numerieke dingen (veeeeel beter dan scipy) en als het echt niet anders kan, goeie bindings voor Python.
November 7, 2026 at 1:26 PM
📘 Programa para simular circuitos electricos y MATHEMATICA

Simula un circuito RLC en serie sin Mathematica: código Python gratis (scipy) que integra la ecuación de 2º orden y reproduce la corriente i(t) con AC 110 V, 60 Hz.

Leer el artículo →
Programa para simular circuitos electricos y MATHEMATICA
Simula un circuito RLC en serie sin Mathematica: código Python gratis (scipy) que integra la ecuación de 2º orden y reproduce la corriente i(t) con AC 110 V, 60 Hz.
ecuaciondiferencialejerciciosresueltos.com
November 8, 2026 at 10:00 PM
@scipyconf.bsky.social publishes its proceedings on the Curvenote SCMS.

Each paper is a web-native article with a CrossRef DOI and ORCID integration, so presenters get a lasting, citable record.

Read the case study → curvenote.com/case-studies...
SciPy | Curvenote
A web-first experience that brings science and data to the surface. Enhance comprehension and maximize impact and reach of your research using rich metadata and interactive figures.
curvenote.com
November 6, 2026 at 4:57 PM
Cause: the integers are converted to floats before ranking. Above 2^53, a double can’t represent every integer, so values that were distinct collapse into ties that aren’t in the data.

SciPy 1.16.3 got it right. Something changed after.
November 9, 2026 at 3:48 AM
What I bring:
Microscopy experience: fluorescence, time-lapse, confocal
Programming: Python (skimage, NumPy, SciPy, PyTorch), git, linux, basic HPC use
Image processing and analysis: FIJI, segmentation, restoration, image annotation
Machine Learning: image analysis, data classification
November 6, 2026 at 2:16 PM
CRV Science Labs ⚗️
🧬 Two-Sample Mendelian Randomization (IVW, MR-Egger Pleiotropy & Weighted Median) Calibration: Native Rust vs. SciPy Across 12 Human Genetic Instrument Cohorts — We benchmark our native Rust 4-stage Two-Sample Mendelian Rand…

https://crvscience.com/labs/discoveries/mr-twas-scipy
CRV Science Labs ⚗️ 🧬 Two-Sample Mendelian Randomization (IVW, MR-Egger Pleiotropy & Weighted Median) Calibration: Native Rust vs. SciPy Across 12 Human Genetic Instrument Cohorts — We benchmark our native Rust 4-stage Two-Sample Mendelian Randomization solver against SciPy v1.18.1 (scipy.stats.nor…
crvscience.com
November 3, 2026 at 2:39 AM
CRV Science Labs ⚗️
🧬 Somatic Clonal 96-Channel Mutational JSD, NNLS COSMIC Signature Deconvolution & CRISPR Synthetic Lethality Calibration: Native Rust vs. SciPy Across 12 Cohorts — We benchmark our native Rust somatic clonal mutational …

https://crvscience.com/labs/discoveries/clonal-synth-scipy
CRV Science Labs ⚗️ 🧬 Somatic Clonal 96-Channel Mutational JSD, NNLS COSMIC Signature Deconvolution & CRISPR Synthetic Lethality Calibration: Native Rust vs. SciPy Across 12 Cohorts — We benchmark our native Rust somatic clonal mutational spectrum and CRISPR synthetic lethality solver against SciPy…
crvscience.com
November 3, 2026 at 1:09 AM
CRV Science Labs ⚗️
🧬 3D Chromatin Graph Laplacian Connectivity, TAD Insulation & A/B Compartment Eigenvector Calibration: Native Rust vs. SciPy Across 12 Hi-C & Micro-C Cohorts — We benchmark our native Rust 3D chromatin contact graph…

https://crvscience.com/labs/discoveries/chrom-condensate-scipy
CRV Science Labs ⚗️ 🧬 3D Chromatin Graph Laplacian Connectivity, TAD Insulation & A/B Compartment Eigenvector Calibration: Native Rust vs. SciPy Across 12 Hi-C & Micro-C Cohorts — We benchmark our native Rust 3D chromatin contact graph spectral solver against SciPy v1.18.1 across 12 Hi-C and Micro-…
crvscience.com
November 3, 2026 at 12:39 AM
CRV Science Labs ⚗️
🧬 Minimum Spanning Haplotype Network (MSN), Hudson F_ST & Tajima's D Calibration: Native Rust vs. SciPy Across 12 Population Cohorts — Head-to-head calibration of an individual native Rust population-genetics and Minimu…

https://crvscience.com/labs/discoveries/popgen-haplo-scipy
CRV Science Labs ⚗️ 🧬 Minimum Spanning Haplotype Network (MSN), Hudson F_ST & Tajima's D Calibration: Native Rust vs. SciPy Across 12 Population Cohorts — Head-to-head calibration of an individual native Rust population-genetics and Minimum Spanning Haplotype Network (MSN) tool against SciPy v1.18.…
crvscience.com
November 2, 2026 at 8:08 PM
Last day! Proposals for SciPy India 2026 close tonight at 23:59 IST.

If you've been meaning to send in a workshop, talk, or poster, today is the day.

cfp.scipy.in/scipy-india-...
November 1, 2026 at 6:30 AM
CRV Science Labs ⚗️
🧬 Protein Normal-Mode Allostery and Circadian Phosphorylation Limit-Cycle Benchmark Against SciPy Spectral and RK45 Solvers — We benchmark a self-contained Rust normal-mode allostery and circadian oscillator module …

https://crvscience.com/labs/discoveries/kaiabc-allostery-scipy
CRV Science Labs ⚗️ 🧬 Protein Normal-Mode Allostery and Circadian Phosphorylation Limit-Cycle Benchmark Against SciPy Spectral and RK45 Solvers — We benchmark a self-contained Rust normal-mode allostery and circadian oscillator module against SciPy v1.18.1 (scipy.linalg.eigh and scipy.integrate.sol…
crvscience.com
November 2, 2026 at 10:36 AM
CRV Science Labs ⚗️
🌳 Adaptive Multi-Biotype Homology Search (DNA, RNA, Protein & Standard Language), Sensitivity Crossover Analysis, Pre-MSA Validation & 16S Tip Concordance Calibration: Native Rust vs. Biopython & SciPy Across 1…

https://crvscience.com/labs/discoveries/super-blast-biopython-scipy
CRV Science Labs ⚗️ 🌳 Adaptive Multi-Biotype Homology Search (DNA, RNA, Protein & Standard Language), Sensitivity Crossover Analysis, Pre-MSA Validation & 16S Tip Concordance Calibration: Native Rust vs. Biopython & SciPy Across 12 Cohorts — Head-to-head calibration of a 5-stage adaptive homology e…
crvscience.com
November 3, 2026 at 4:40 AM
CRV Science Labs ⚗️
🧬 Alternative Splicing (PSI, Delta-PSI, Isoform Entropy & JSD) & BAGEL2/CERES CRISPR Essentiality Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage alternative splicing an…

https://crvscience.com/labs/discoveries/splicing-crispr-scipy
CRV Science Labs ⚗️ 🧬 Alternative Splicing (PSI, Delta-PSI, Isoform Entropy & JSD) & BAGEL2/CERES CRISPR Essentiality Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage alternative splicing and Bayesian CRISPR-Cas9 knockout essentiality solver against Sci…
crvscience.com
November 3, 2026 at 3:09 AM
CRV Science Labs ⚗️
🧬 Sliding-Window k-mer Shannon Entropy (H1..H6), LZ76 Normalized Compression Distance (NCD) & Fractal DNA Walk DFA Calibration: Native Rust vs. SciPy Across 12 Genomic Cohorts — We benchmark our native Rust 4-stage i…

https://crvscience.com/labs/discoveries/kmer-complexity-scipy
CRV Science Labs ⚗️ 🧬 Sliding-Window k-mer Shannon Entropy (H1..H6), LZ76 Normalized Compression Distance (NCD) & Fractal DNA Walk DFA Calibration: Native Rust vs. SciPy Across 12 Genomic Cohorts — We benchmark our native Rust 4-stage information-theoretic genome complexity and fractal DNA walk sol…
crvscience.com
November 3, 2026 at 3:39 AM
CRV Science Labs ⚗️
🧬 Wakefield ABF Statistical Fine-Mapping, 95% Causal Credible Sets & Giambartolomei Bayesian eQTL/pQTL Colocalization Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage stati…

https://crvscience.com/labs/discoveries/finemap-coloc-scipy
CRV Science Labs ⚗️ 🧬 Wakefield ABF Statistical Fine-Mapping, 95% Causal Credible Sets & Giambartolomei Bayesian eQTL/pQTL Colocalization Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage statistical fine-mapping and multi-trait colocalization solver aga…
crvscience.com
November 3, 2026 at 2:09 AM
CRV Science Labs ⚗️
🧬 Repetitive Protein Motif Grammar and Silk Biomechanics Regression Benchmarked Against SciPy v1.18.1 — Natural structural silks such as spider dragline spidroins and silkworm fibroin achieve high tensile strength and t…

https://crvscience.com/labs/discoveries/repeat-motif-scipy
CRV Science Labs ⚗️ 🧬 Repetitive Protein Motif Grammar and Silk Biomechanics Regression Benchmarked Against SciPy v1.18.1 — Natural structural silks such as spider dragline spidroins and silkworm fibroin achieve high tensile strength and toughness by alternating rigid crystalline beta-sheet blocks …
crvscience.com
November 2, 2026 at 6:37 PM
The SciPy India 2026 call for proposals has closed: 169 proposals from 178 submitters. 126 talks, 31 posters, 12 workshops.

Website: scipy.in/2026
Buy tickets: konfhub.com/scipy-india-...

Thank you, everyone! See you on 19 and 20 December.
November 2, 2026 at 3:24 AM
CRV Science Labs ⚗️
🧬 Mean-Field Direct Coupling Analysis (mfDCA) & Average Product Correction Calibration: Native Rust vs. SciPy Across 12 RNA & Protein Alignments — Head-to-head calibration of an individual native Rust Mean-Field Direct Cou…

https://crvscience.com/labs/discoveries/dca-coevo-scipy
CRV Science Labs ⚗️ 🧬 Mean-Field Direct Coupling Analysis (mfDCA) & Average Product Correction Calibration: Native Rust vs. SciPy Across 12 RNA & Protein Alignments — Head-to-head calibration of an individual native Rust Mean-Field Direct Coupling Analysis (mfDCA) and Average Product Correction (AP…
crvscience.com
November 2, 2026 at 7:38 PM
CRV Science Labs ⚗️
🧬 3D Protein Backbone Kabsch Superposition, Active-Site Motif RMSD and TM-Score Benchmarked Against SciPy v1.18.1 — Comparing 3D protein structures and evaluating whether a candidate scaffold preserves the geometry of a ca…

https://crvscience.com/labs/discoveries/kabsch-tm-scipy
CRV Science Labs ⚗️ 🧬 3D Protein Backbone Kabsch Superposition, Active-Site Motif RMSD and TM-Score Benchmarked Against SciPy v1.18.1 — Comparing 3D protein structures and evaluating whether a candidate scaffold preserves the geometry of a catalytic active site requires finding the optimal rigid-bo…
crvscience.com
November 2, 2026 at 7:07 PM