|
3 | 3 | !!! Note |
4 | 4 | In addition to technical support, CSC also provides expert consulting in questions related to sciences and methods. For more details, see our [science-specific support pages at research.csc.fi](https://research.csc.fi/sciences) or directly [contact our Service Desk](../support/contact.md). |
5 | 5 |
|
| 6 | + |
6 | 7 | ## Biosciences |
7 | 8 |
|
8 | 9 | * [BAMtools](bamtools.md) Tools for working with BAM formatted files |
9 | | -* [BayeScan](bayescan.md) Tool for identifying candidate loci under natural selection based on allele frequencies in populations. |
| 10 | +* [BayeScan](bayescan.md) Tool for identifying candidate loci under natural selection based on allele frequencies in populations |
10 | 11 | * [Bioconda](bioconda.md) Package manger for installing bioinformatics software |
11 | 12 | * [BioPerl](bioperl.md) Perl environment with bioperl extension |
12 | 13 | * [BioPython](biopython.md) Python environment with biopython and other bioinformatics related Python libraries |
13 | 14 | * [BLAST](blast.md) Sequence similarity search tool for nucleotides and proteins |
14 | | -* [Bowtie2](bowtie2.md) Short read aligner |
| 15 | +* [Bowtie2](bowtie2.md) Short read aligner |
15 | 16 | * [BRAKER](braker.md) Automatic genome annotator for eucaryots |
16 | 17 | * [BWA](bwa.md) Short read aligner |
17 | 18 | * [CD-hit](cd-hit.md) Sequence clustering and redundancy removal tool |
18 | 19 | * [Chipster](https://chipster.csc.fi/) Easy-to-use analysis platform for RNA-seq, single cell RNA-seq and other NGS data |
19 | 20 | * [Chipster_genomes](chipster_genomes.md) Tool to download aligner indexes used by Chipster to Puhti |
20 | 21 | * [Cutadapt](cutadapt.md) Trimming high-throughput sequencing reads |
21 | 22 | * [Diamond](diamond.md ) Sequence similarity search tool for proteins and nucloeotides |
22 | | -* [Discovery Studio](discovery-studio.md) Protein modeling environment. |
| 23 | +* [Discovery Studio](discovery-studio.md) Protein modeling environment |
23 | 24 | * [Edirect](edirect.md) Entrez direct - command line tool to search and retrieve data from NCBI |
24 | 25 | * [EMBOSS](emboss.md) Toolkit for classical sequence analysis |
25 | | -* [Exonerate](exonerate.md) A generic tool for pairwise sequence comparison. |
| 26 | +* [Exonerate](exonerate.md) A generic tool for pairwise sequence comparison |
26 | 27 | * [FastQC](fastqc.md) Quality control tool for high throughput sequence data |
27 | 28 | * [Freebayes](freebayes.md) Genetic variant detector |
28 | 29 | * [GOLD](gold.md) Protein Ligand Docking Software |
|
43 | 44 | * [Megahit](megahit.md) Metagenomics assembly |
44 | 45 | * [MetaPhlAn](metaphlan.md) Profiling the composition of microbial communities with metagenomic data |
45 | 46 | * [Minimap2](minimap2.md) Short read aligner |
46 | | -* [Mothur](mothur.md) Package for microbial community analysis of amplicon sequencing data |
| 47 | +* [Mothur](mothur.md) Package for microbial community analysis of amplicon sequencing data |
47 | 48 | * [MrBayes](mrbayes.md) Program for inferring phylogenies using Bayesian methods |
48 | 49 | * [Pannzer](pannzer.md) Automatic protein annotation tool |
49 | 50 | * [Picard](picard.md) Tools for working with SAM,BAM,CRAM and VCF files |
|
62 | 63 | * [Trinity](trinity.md) Traskriptome assembly tool |
63 | 64 | * [Velvet](velvet.md) Genome assembler |
64 | 65 | * [VirusDetect](virusdetect.md) Virus identification with sRNA data |
65 | | -* [VMD](vmd.md) Molecular visualization program |
| 66 | +* [VMD](vmd.md) Molecular visualization program |
66 | 67 | * [wtdbg2](wtdbg2.md) Fast assembler for long-read data |
67 | 68 | * [XHMM](xhmm.md) Copy number variation calling from targeted sequencing data |
68 | 69 |
|
| 70 | + |
69 | 71 | ## Chemistry |
70 | 72 |
|
71 | 73 | * [Amber](amber.md) Molecular dynamics suite |
72 | 74 | * [AMS](ams.md) Modelling suite providing engines like ADF, BAND, DFTB and MOPAC |
73 | | -* [AMS-GUI](ams-gui.md) AMS integrated GUI |
| 75 | +* [AMS-GUI](ams-gui.md) AMS integrated GUI |
74 | 76 | * [CP2k](cp2k.md) DFT, quantum chemistry, QM/MM, AIMD etc. in particular for periodic systems |
75 | 77 | * [CSD](csd.md) Cambridge Crystallographic Database - organic and metallo-organic crystal structures and tools |
76 | 78 | * [Gaussian](gaussian.md) Versatile computational chemistry package |
|
83 | 85 | * [MOLDEN](molden.md) Processing program for molecular and electronic structure calculations |
84 | 86 | * [MOLPRO](molpro.md) Package for accurate ab initio quantum chemistry calculations |
85 | 87 | * [NAMD](namd.md) Highly scalable classical molecular dynamics |
86 | | -* [NWChem](nwchem.md) A computational chemistry software package designed to perform well on parallel HPC systems. |
| 88 | +* [NWChem](nwchem.md) A computational chemistry software package designed to perform well on parallel HPC systems |
87 | 89 | * [Open Babel](openbabel.md) Program to interconvert file formats currently used in molecular modeling |
88 | 90 | * [ORCA](orca.md) General purpose quantum chemistry package |
89 | 91 | * [Plumed](plumed.md) Library and tools for enhanced sampling methods |
90 | 92 | * [TmoleX](tmolex.md) GUI for setting up and analyzing TURBOMOLE jobs |
91 | 93 | * [Turbomole](turbomole.md) Efficient program package for electronic structure calculations |
92 | 94 | * [VASP](vasp.md) Ab initio DFT electronic structures |
93 | | -* [VMD](vmd.md) Molecular visualization program |
| 95 | +* [VMD](vmd.md) Molecular visualization program |
| 96 | + |
94 | 97 |
|
95 | 98 | ## Computational Engineering |
96 | 99 |
|
|
102 | 105 | * [PALM](palm.md) Meteorological model system for atmospheric and oceanic boundary-layer flows |
103 | 106 | * [Star-CCM+](starccm+.md) Computational Fluid Dynamics software by Siemens Digital Industries Software |
104 | 107 |
|
| 108 | + |
105 | 109 | ## Data Analytics and Machine Learning |
106 | 110 |
|
| 111 | +* [JAX](jax.md) Autograd and XLA, brought together for high-performance machine learning |
107 | 112 | * [Python Data](python-data.md) Collection of Python libraries for data analytics and machine learning |
108 | | -* [JAX](jax.md) Autograd and XLA, brought together for high-performance machine learning |
109 | 113 | * [PyTorch](pytorch.md) Machine learning framework for Python |
110 | 114 | * [RAPIDS](rapids.md) Suite of libraries for data analytics and machine learning on GPUs |
111 | | -* [Spark](spark.md) High-performance distributed computing framework |
| 115 | +* [Spark](spark.md) High-performance distributed computing framework |
112 | 116 | * [TensorFlow](tensorflow.md) Deep learning library for Python |
113 | 117 |
|
| 118 | + |
114 | 119 | ## Geosciences |
115 | 120 |
|
116 | 121 | * [Ames Stereo Pipeline](ames-stereo.md) for processing stereo images |
|
131 | 136 | * [Sen2Cor](sen2cor.md) for atmospheric-, terrain and cirrus correction of the Sentinel-2 products |
132 | 137 | * [Sen2mosaic](sen2mosaic.md) for download, preprocessing and mosaicing of Sentinel-2 products |
133 | 138 | * [SNAP](snap.md) for remote sensing applications |
134 | | -* [WhiteboxTools](whiteboxtools.md) an advanced geospatial data analysis platform |
135 | | -* [Zonation](zonation.md) Spatial conservation prioritization framework |
| 139 | +* [WhiteboxTools](whiteboxtools.md) an advanced geospatial data analysis platform |
| 140 | +* [Zonation](zonation.md) Spatial conservation prioritization framework |
| 141 | + |
136 | 142 |
|
137 | 143 | ## Language Research and Other Digital Humanities and Social Sciences |
138 | 144 |
|
139 | 145 | * [eBay's tsv-tools](http://urn.fi/urn:nbn:fi:lb-202006081) Utilities for manipulating large tabular data files |
140 | | -* [finnish-parse](http://urn.fi/urn:nbn:fi:lb-2017030801) Dependency Parser for Finnish |
141 | 146 | * [Finnish Tagtools](http://urn.fi/urn:nbn:fi:lb-201908161) Finnish Tagtools |
| 147 | +* [finnish-parse](http://urn.fi/urn:nbn:fi:lb-2017030801) Dependency Parser for Finnish |
142 | 148 | * [HFST](http://urn.fi/urn:nbn:fi:lb-20140730183) Helsinki Finite-State Transducer Technology |
143 | 149 | * [HFST-fi](http://urn.fi/urn:nbn:fi:lb-201509034) Helsinki Finite-State Technology for Finnish |
144 | 150 | * [HFST-sv](http://urn.fi/urn:nbn:fi:lb-201509035) Helsinki Finite-State Technology for Swedish |
145 | 151 | * [Kaldi](http://urn.fi/urn:nbn:fi:lb-2019121020) Kaldi Speech Recognition Toolkit |
146 | 152 | * [UDPipe](http://urn.fi/urn:nbn:fi:lb-201902131) UDPipe Kielipankki version |
147 | 153 |
|
| 154 | + |
148 | 155 | ## Mathematics and Statistics |
149 | 156 |
|
150 | 157 | * [IDL](idl.md) Programming Language, Numeric Analysis, Manipulation and Visualization of Scientific Data |
151 | 158 | * [Julia](julia.md) High-level, high-performance dynamic programming language for numerical computing |
152 | 159 | * [MATLAB](matlab.md) High-level technical computing language |
153 | | -* [Octave](octave.md) High-level interpreted language for numerical computations. |
154 | | -* [Python](python.md) programming language and its modules at CSC. |
| 160 | +* [Octave](octave.md) High-level interpreted language for numerical computations |
| 161 | +* [Python](python.md) programming language and its modules at CSC |
155 | 162 | * [r-env](r-env.md) R, RStudio Server, SAGA and TensorFlow |
156 | 163 | * [RStudio](rstudio.md) Integrated development environment for R |
157 | 164 | * [SageMath](sagemath.md) Free open-source mathematics software system |
158 | 165 |
|
| 166 | + |
159 | 167 | ## Physics |
160 | 168 |
|
161 | 169 | * [VASP](vasp.md) Ab initio DFT electronic structures |
162 | 170 |
|
| 171 | + |
163 | 172 | ## Miscellaneous |
164 | 173 |
|
165 | | -* [DDT](ddt.md) Parallel debugger |
166 | | -* [MySQL](../data/kaivos/overview.md) MySQL database client. |
| 174 | +* [Accelerated visualization](accelerated-visualization.md) A selection of GPU accelerated visualization applications |
| 175 | +* [DDT](ddt.md) Parallel debugger |
| 176 | +* [Desktop](desktop.md) Remote desktop environment |
| 177 | +* [HyperQueue](hyperqueue.md) Scheduler for sub-node tasks |
| 178 | +* [Julia-Jupyter](julia-jupyter.md) Interactive computational environment with Julia |
| 179 | +* [Jupyter](jupyter.md) Interactive computational environment with Python |
| 180 | +* [Jupyter for courses](jupyter-for-courses.md) A version of the Jupyter app for course environments |
| 181 | +* [MySQL](../data/kaivos/overview.md) MySQL database client. |
167 | 182 | * [ParaView](paraview.md) Free open-source visualization application |
| 183 | +* [TensorBoard](tensorboard.md) The visualization toolkit for TensorFlow |
168 | 184 | * [VisIt](visit.md) Free open-source visualization application |
169 | | -* [HyperQueue](hyperqueue.md) Scheduler for sub-node tasks |
| 185 | +* [Visual Studio Code](vscode.md) Source code editor |
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